Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review

Article

Hossain, Elias, Rana, Rajib, Higgins, Niall, Soar, Jeffrey, Barua, Prabal Datta, Pisani, Anthony R. and Turner, Kathryn. 2023. "Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review." Computers in Biology and Medicine. 155. https://doi.org/10.1016/j.compbiomed.2023.106649
Article Title

Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review

ERA Journal ID5040
Article CategoryArticle
AuthorsHossain, Elias, Rana, Rajib, Higgins, Niall, Soar, Jeffrey, Barua, Prabal Datta, Pisani, Anthony R. and Turner, Kathryn
Journal TitleComputers in Biology and Medicine
Journal Citation155
Article Number106649
Number of Pages24
Year2023
PublisherElsevier
Place of PublicationUnited Kingdom
ISSN0010-4825
1879-0534
Digital Object Identifier (DOI)https://doi.org/10.1016/j.compbiomed.2023.106649
Web Address (URL)https://www.sciencedirect.com/science/article/abs/pii/S0010482523001142
Abstract

Background:
Natural Language Processing (NLP) is widely used to extract clinical insights from Electronic Health Records (EHRs). However, the lack of annotated data, automated tools, and other challenges hinder the full utilisation of NLP for EHRs. Various Machine Learning (ML), Deep Learning (DL) and NLP techniques are studied and compared to understand the limitations and opportunities in this space comprehensively.

Methodology:
After screening 261 articles from 11 databases, we included 127 papers for full-text review covering seven categories of articles: (1) medical note classification, (2) clinical entity recognition, (3) text summarisation, (4) deep learning (DL) and transfer learning architecture, (5) information extraction, (6) Medical language translation and (7) other NLP applications. This study follows the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.

Result and Discussion:
EHR was the most commonly used data type among the selected articles, and the datasets were primarily unstructured. Various ML and DL methods were used, with prediction or classification being the most common application of ML or DL. The most common use cases were: the International Classification of Diseases, Ninth Revision (ICD-9) classification, clinical note analysis, and named entity recognition (NER) for clinical descriptions and research on psychiatric disorders.

Conclusion:
We find that the adopted ML models were not adequately assessed. In addition, the data imbalance problem is quite important, yet we must find techniques to address this underlining problem. Future studies should address key limitations in studies, primarily identifying Lupus Nephritis, Suicide Attempts, perinatal self-harmed and ICD-9 classification.

KeywordsArtificial intelligence in medicine; Machine learning; Electronic Health Records; Medical natural language processing; Automated tools; State-of-the-art deep learning
ANZSRC Field of Research 2020460208. Natural language processing
Public Notes

The accessible file is the accepted version of the paper. Please refer to the URL for the published version.

Byline AffiliationsNorth South University, Bangladesh
School of Mathematics, Physics and Computing
School of Management and Enterprise
Queensland University of Technology
Metro North Health, Australia
School of Business
University of Rochester, United States
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A survey of autonomous monitoring systems in mental health
Gopalakrishnan, Abinaya, Gururajan, Raj, Zhou, Xujuan, Venkataraman, Revathi, Chan, Ka Ching and Higgins, Niall. 2024. "A survey of autonomous monitoring systems in mental health." WIREs Data Mining and Knowledge Discovery. 14 (3). https://doi.org/10.1002/widm.1527
Deep learning techniques in PET/CT imaging: A comprehensive review from sinogram to image space
Fallahpoor, Maryam, Chakraborty, Subrata, Pradhan, Biswajeet, Faust, Oliver, Barua, Prabal Datta, Chegeni, Hossein and Acharya, Rajendra. 2024. "Deep learning techniques in PET/CT imaging: A comprehensive review from sinogram to image space." Computer Methods and Programs in Biomedicine. 243. https://doi.org/10.1016/j.cmpb.2023.107880
Novel tiny textural motif pattern-based RNA virus protein sequence classification model
Erten, Mehmet, Aydemir, Emrah, Barua, Prabal Datta, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Hafeez-Baig, Abdul and Acharya, U. Rajendra. 2024. "Novel tiny textural motif pattern-based RNA virus protein sequence classification model." Expert Systems with Applications. 242. https://doi.org/10.1016/j.eswa.2023.122781
MNPDenseNet: Automated Monkeypox Detection Using Multiple Nested Patch Division and Pretrained DenseNet201
Demir, Fahrettin Burak, Baygin, Mehmet, Tuncer, Ilknur, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Ooi, Chui Ping, Ciaccio, Edward J. and Acharya, U. Rajendra. 2024. "MNPDenseNet: Automated Monkeypox Detection Using Multiple Nested Patch Division and Pretrained DenseNet201." Multimedia Tools and Applications. 83 (30), pp. 75061-75083. https://doi.org/10.1007/s11042-024-18416-4
Correction to: Automated facial expression recognition using exemplar hybrid deep feature generation technique
Baygin, Mehmet, Tuncer, Ilknur, Dogan, Sengul, Barua, Prabal Datta, Tuncer, Turker, Cheong, Kang Hao and Acharya, U. Rajendra. 2024. "Correction to: Automated facial expression recognition using exemplar hybrid deep feature generation technique ." Soft Computing. https://doi.org/10.1007/s00500-024-09647-6
Automated anxiety detection using probabilistic binary pattern with ECG signals
Baygin, Mehmet, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Hong, Tan Jen, March, Sonja, Tan, Ru-San, Molinari, Filippo and Acharya, U. Rajendra. 2024. "Automated anxiety detection using probabilistic binary pattern with ECG signals." Computer Methods and Programs in Biomedicine. 247. https://doi.org/10.1016/j.cmpb.2024.108076
Revolutionizing procurement: Unveiling next-gen supplier strategies in UAE's oil & gas sector
Alhammadi, Ali, Yusaf, Talal, Soar, Jeffrey, Ali, Bashar Mahmood, Kadirgama, Kumaran and Yousif, Belal F. 2024. "Revolutionizing procurement: Unveiling next-gen supplier strategies in UAE's oil & gas sector." The Extractive Industries and Society. 17. https://doi.org/10.1016/j.exis.2024.101428
Predicting Co-Occurring Mental Health and Substance Use Disorders in Women: An Automated Machine Learning Approach
Acharya, Nirmal, Kar, Padmaja, Ally, Mustafa and Soar, Jeffrey. 2024. "Predicting Co-Occurring Mental Health and Substance Use Disorders in Women: An Automated Machine Learning Approach." Applied Sciences. 14 (4). https://doi.org/10.3390/app14041630
MixSleepNet: A Multi-Type Convolution Combined Sleep Stage Classification Model
Ji, Xiaopeng, Li, Yan, Wen, Peng, Barua, Prabal and Acharya, U Rajendra. 2024. "MixSleepNet: A Multi-Type Convolution Combined Sleep Stage Classification Model ." Computer Methods and Programs in Biomedicine. 244. https://doi.org/10.1016/j.cmpb.2023.107992
Automated schizophrenia detection model using blood sample scattergram images and local binary pattern
Tasci, Burak, Tasci, Gulay, Ayyildiz, Hakan, Kamath, Aditya P., Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Ciaccio, Edward J., Chakraborty, Subrata . and Acharya, U. Rajendra. 2024. "Automated schizophrenia detection model using blood sample scattergram images and local binary pattern." Multimedia Tools and Applications. 83 (14), p. 42735–42763. https://doi.org/10.1007/s11042-023-16676-0
Teachers' Educational Experiences and Preparedness in Teaching Students with Autism
Barua, Prabal Datta, Devi, Aruna, Palmer, Elizabeth Emma and Ganguly, Rahul. 2024. "Teachers' Educational Experiences and Preparedness in Teaching Students with Autism." The Asia-Pacific Education Researcher. 33 (1), pp. 71-81. https://doi.org/10.1007/s40299-022-00709-7
Automated stenosis classification on invasive coronary angiography using modified dual cross pattern with iterative feature selection
Kobat, Mehmet Ali, Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Kivrak, Tarik, Akin, Yusuf, Bairy, G. Muralidhar, Tan, Ru‑San and Acharya, U. Rajendra. 2024. "Automated stenosis classification on invasive coronary angiography using modified dual cross pattern with iterative feature selection." Multimedia Tools and Applications. 83 (12), pp. 35957-35977. https://doi.org/10.1007/s11042-023-16697-9
Novel automated detection of sports activities using shadow videos
Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Ooi, Chui Ping and Acharya, Rajendra U.. 2024. "Novel automated detection of sports activities using shadow videos." Multimedia Tools and Applications. 83 (15), pp. 44933-44954. https://doi.org/10.1007/s11042-023-17407-1
ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images
Barua, Prabal Datta, Kirik, Serkan, Dogan, Sengul, Koc, Canan, Ozkaynak, Fatih, Baygin, Mehmet, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2024. "ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images." Multimedia Tools and Applications. 83 (13), pp. 39823-39840. https://doi.org/10.1007/s11042-023-17057-3
Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system
Tatli, Sinan, Macin, Gulay, Tasci, Irem, Barua, Prabal Datta, Baygin, Mehmet, Tuncer, Turker, Dogan, Sengul, Ciaccio, Edward J. and Acharya, U. Rajendra. 2024. "Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system." Expert Systems with Applications. 236. https://doi.org/10.1016/j.eswa.2023.121314
Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique
Aksalli, Isil Karabey, Baygin, Nursena, Hagiwara, Yuki, Paul, Jose Kunnel, Iype, Thomas, Barua, Prabal Datta, Koh, Joel E. W., Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2024. "Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique." Cognitive Neurodynamics. 18 (1), pp. 283-404. https://doi.org/10.1007/s11571-023-10005-9
Automated accurate emotion classification using Clefia pattern-based features with EEG signals
Dogan, Abdullah, Barua, Prabal Datta, Baygin, Mehmet, Tuncer, Turker, Dogan, Sengul, Yaman, Orhan, Dogru, Ali Hikmet and Acharya, Rajendra U.. 2024. "Automated accurate emotion classification using Clefia pattern-based features with EEG signals." International Journal of Healthcare Management. 17 (1), pp. 32-45. https://doi.org/10.1080/20479700.2022.2141694
Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review
Barua, Prabal Datta, Jahmunah, Jahmunah, Oh, Oh Shu, Palmer, Elizabeth Emma, Yamakawa, Toshitaka, Kobayashi, Makiko and Acharya, Udyavara Rajendra. 2024. "Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review." Cognitive Neurodynamics. 18 (1), pp. 1-22. https://doi.org/10.1007/s11571-022-09904-0
Improving primary care referral to specialist services: a protocol for a 10-year global systematic review in the Australian context
Ward, Aletha E, Ekanayake, Siyaguna Kosgamage Dilum Manthinda, Heart, Diane, Valery, Patricia and Soar, Jeffrey. 2023. "Improving primary care referral to specialist services: a protocol for a 10-year global systematic review in the Australian context." BMJ Open. 13 (8). https://doi.org/10.1136/bmjopen-2022-068927
YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images
Vidhya, V., Raghavendra, U., Gudigar, Anjan, Basak, Sudipta, Mallappa, Sankalp, Hegde, Ajay, Menon, Girish R., Barua, Prabal Datta, Salvi, Massimo, Ciaccio, Edward J., Molinari, Filippo and Acharya, U. Rajendra. 2023. "YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images." IEEE Access. 11, pp. 141309 - 141328. https://doi.org/10.1109/ACCESS.2023.3339560
EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images
Kivrak, Tarik, Nayak, Jagadish, Gelen, Mehmet Ali, Barua, Prabal Datta, Baygin, Mehmet, Pamukcu, Hilal Erken, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2023. "EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images." IEEE Access. 11, pp. 142711-142724. https://doi.org/10.1109/ACCESS.2023.3338228
Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks
Horry, Michael J., Chakraborty, Subrata, Pradhan, Biswajeet, Paul, Manoranjan, Zhu, Jing, Barua, Prabal Datta, Mir, Hasan Saeed, Chen, Fang, Zhou, Jianlong and Acharya, U. Rajendra. 2023. "Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks." IEEE Access. 11, pp. 143016 - 143036. https://doi.org/10.1109/ACCESS.2023.3343451
The Impact of Outsourcing and Full-Cost pricing initiatives on Local governments
Manton, Carl, Lyons, Ben and Soar, Jeffrey. 2023. "The Impact of Outsourcing and Full-Cost pricing initiatives on Local governments." Economic Development Journal. 16 (3), pp. 6-11.
Deep Image Analysis for Microalgae Identification
Soar, Jeffrey, Lih, Oh Shu, Wen, Loh Hui, Ward, Aleth, Sharma, Ekta, Deo, Ravinesh C., Barua, Prabal Datta, Tan, Ru-San, Rinen, Eliezer and Acharya, Rajendra. 2023. "Deep Image Analysis for Microalgae Identification." Lecture notes in computer science. Switzerland . Springer. pp. 280-292
The Association Between Selfishness, Animal-Oriented Empathy, Three Meat Reduction Motivations (Animal, Health, and Environment), Gender, and Meat Consumption
Dillon-Murray, Angela, Ward, Aletha and Soar, Jeffrey. 2023. "The Association Between Selfishness, Animal-Oriented Empathy, Three Meat Reduction Motivations (Animal, Health, and Environment), Gender, and Meat Consumption." Food Ethics. 9 (1). https://doi.org/10.1007/s41055-023-00135-5
HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting
Pinki, Farhana Tazmim, Awal, Md Abdul, Mumenin, Khondoker Mirazu, Hossain, Md. Shahadat, Faysal, Jabed Al, Rana, Rajib, Almuqren, Rajib, Ksibi, Amel and Samad, Md Abdus. 2023. "HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting." Mathematics. 11 (18). https://doi.org/10.3390/math11183960
A Power Efficient Solution to Determine Red Blood Cell Deformation Type Using Binarized DenseNet
Reza, Md Tanzim, Dipto, Shakib Mahmud, Parvez, Mohammad Zavid, Barua, Prabal Datta and Chakraborty, Subrata. 2023. "A Power Efficient Solution to Determine Red Blood Cell Deformation Type Using Binarized DenseNet." 2023 International Conference on Advances in Computing Research (ACR’23). Orlando, United States 08 - 10 May 2023 Switzerland. https://doi.org/10.1007/978-3-031-33743-7_21
CNN-Based Handwriting Analysis for the Prediction of Autism Spectrum Disorder
Nawer, Nafisa, Parvez, Mohammad Zavid, Hossain, Muhammad Iqbal, Barua, Prabal Datta, Rahim, Mia and Chakraborty, Subrata. 2023. "CNN-Based Handwriting Analysis for the Prediction of Autism Spectrum Disorder." Second International Conference on Innovations in Computing Research (ICR’23). Madrid, Spain 04 - 06 Sep 2023 Switzerland . https://doi.org/10.1007/978-3-031-35308-6_14
A Comparison of LSTM and GRU for Bengali Speech-to-Text Transformation
Sathi, Nusrat, Shahid, Zakia, Chowdhury, Fahim, Ahmed, Sajjad, Parvez, Mohammad Zavid, Barua, Prabal Datta and Chakraborty, Subrata. 2023. "A Comparison of LSTM and GRU for Bengali Speech-to-Text Transformation." 2023 International Conference on Advances in Computing Research (ACR’23). Orlando, United States 08 - 10 May 2023 Switzerland. https://doi.org/10.1007/978-3-031-33743-7_18
An XAI Integrated Identification System of White Blood Cell Type Using Variants of Vision Transformer
Dipto, Shakib Mahmud, Reza, Md Tanzim, Rahman, Md Nowroz Junaed, Parvez, Mohammad Zavid, Barua, Prabal Datta and Chakraborty, Subrata. 2023. "An XAI Integrated Identification System of White Blood Cell Type Using Variants of Vision Transformer." Second International Conference on Innovations in Computing Research (ICR’23). Madrid, Spain 04 - 06 Sep 2023 Spain. https://doi.org/10.1007/978-3-031-35308-6_26
FF-BTP Model for Novel Sound-Based Community Emotion Detection
Yildiz, Arif Metehan, Tanabe, Masayuki, Kobayashi, Makiko, Tuncer, Ilknur, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "FF-BTP Model for Novel Sound-Based Community Emotion Detection." IEEE Access. 11, pp. 108705-108715. https://doi.org/10.1109/ACCESS.2023.3318751
Using multi-focus group method as an effective tool for eliciting business system requirements: Verified by a case study
Wu, Robert M. X., Wang, Yongwen, Shafiabady, Niusha, Zhang, Huan, Yan, Wanjun, Gou, Jinwen, Shi, Yong, Liu, Bao, Gide, Ergun, Kang, Changlong, Zhang, Zhongwu, Shen, Bo, Li, Xiaoquan, Fan, Jianfeng, He, Xiangqian, Soar, Jeffrey, Zhao, Haijun, Sun, Lei, Huo, Wenying and Wang, Ya. 2023. "Using multi-focus group method as an effective tool for eliciting business system requirements: Verified by a case study." PLoS ONE. 18 (3). https://doi.org/10.1371/journal.pone.0281603
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
Siriwardhana, Shamane, Weerasekera, Rivindu, Wen, Elliott, Kaluarachchi, Tharindu, Rana, Rajib and Nanayakkara, Suranga. 2023. "Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering." Transactions of the Association for Computational Linguistics. 11, pp. 1-17. https://doi.org/10.1162/tacl_a_00530
Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023)
Seoni, Silvia, Jahmunah, Vicnesh, Salvi, Massimo, Barua, Prabal Datta, Molinari, Filippo and Acharya, U. Rajendra. 2023. "Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023)." Computers in Biology and Medicine. 165. https://doi.org/10.1016/j.compbiomed.2023.107441
A novel employability embedding framework for three-year bachelor’s programs
Rana, Rajib, Galligan, Linda, Fard, Rouz and McCredie, Tessa. 2023. "A novel employability embedding framework for three-year bachelor’s programs." Journal of Teaching and Learning for Graduate Employability. 14 (1), pp. 104-118. https://doi.org/10.21153/jtlge2023vol14no1art1604
Food hygiene knowledge and behaviour among domestic food handlers during COVID 19 pandemic in Bangladesh
Ishra, Rakia, Khanam, Rasheda, Soar, Jeffrey and Sharif, Saif. 2023. "Food hygiene knowledge and behaviour among domestic food handlers during COVID 19 pandemic in Bangladesh." Food Control. 153. https://doi.org/10.1016/j.foodcont.2023.109945
A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images
Inamdar, Mahesh Anil, Raghavendra, U., Gudigar, Anjan, Bhandary, Sarvesh, Salvi, Massimo, Deo, Ravinesh C., Barua, Prabal Datta, Ciaccio, Edward J., Molinari, Filippo and Acharya, RU. Rajendra. 2023. "A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images." IEEE Access. 11, pp. 108982-108994. https://doi.org/10.1109/ACCESS.2023.3321273
Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal
Barua, Prabal Datta, Kobayashi, Makiko, Tanabe, Masayuki, Baygin, Mehmet, Paul, Jose Kunnel, Iype, Thomas, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal." IEEE Access. 11, pp. 101359-101372. https://doi.org/10.1109/ACCESS.2023.3315149
Redefining procurement paradigms: A critical review of buyer-supplier dynamics in the global petroleum and natural gas industry
Alhammadi, Ali, Soar, Jeffrey, Yusaf, Talal, Ali, Bashar Mahmood and Kadirgama, Kumaran. 2023. "Redefining procurement paradigms: A critical review of buyer-supplier dynamics in the global petroleum and natural gas industry." The Extractive Industries and Society. 16. https://doi.org/10.1016/j.exis.2023.101351
Revisiting recycled water for the next drought; a case study of South East Queensland, Australia
James, Christina Anne, Kavanagh, Marie, Manton, Carl and Soar, Jeffrey. 2023. "Revisiting recycled water for the next drought; a case study of South East Queensland, Australia." Utilities Policy. 84. https://doi.org/10.1016/j.jup.2023.101626
A novel tree pattern-based violence detection model using audio signals
Yildiz, Arif Metehan, Barua, Prabal D., Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Ooi, Chui Ping, Fujita, Hamido and Acharya, U. Rajendra. 2023. "A novel tree pattern-based violence detection model using audio signals." Expert Systems with Applications. 224. https://doi.org/10.1016/j.eswa.2023.120031
Automated detection of airflow obstructive diseases: A systematic review of the last decade (2013-2022)
Xu, Shuting, Deo, Ravinesh C, Soar, Jeffrey, Barua, Prabal Datta, Faust, Oliver, Homaira, Nusrat, Jaffe, Adam, Kabir, Arm Luthful and Acharya, U. Rajendra. 2023. "Automated detection of airflow obstructive diseases: A systematic review of the last decade (2013-2022)." Computer Methods and Programs in Biomedicine. 241. https://doi.org/10.1016/j.cmpb.2023.107746
Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds
Topaloglu, Ihsan, Barua, Prabal Datta, Yildiz, Arif Metehan, Keles, Tugce, Dogan, Sengul, Baygin, Mehmet, Gul, Huseyin Fatih, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds." Engineering Applications of Artificial Intelligence. 126. https://doi.org/10.1016/j.engappai.2023.106887
Epilepsy detection in 121 patient populations using hypercube pattern from EEG signals
Tasci, Irem, Tasci, Burak, Barua, Prabal D., Dogan, Sengul, Tuncer, Turker, Emmanuel, Elizabeth Emma, Fujita, Hamido and Acharya, U. Rajendra. 2023. "Epilepsy detection in 121 patient populations using hypercube pattern from EEG signals." Information Fusion. 96, pp. 252-268. https://doi.org/10.1016/j.inffus.2023.03.022
Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals
Tasci, Gulay, Loh, Hui Wen, Barua, Prabal Datta, Baygin, Mehmet, Tasci, Burak, Dogan, Sengul, Tuncer, Turker, Palmer, Elizabeth Emma, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals." Knowledge-Based Systems. 260. https://doi.org/10.1016/j.knosys.2022.110190
QLBP: Dynamic patterns-based feature extraction functions for automatic detection of mental health and cognitive conditions using EEG signals
Tasci, Gulay, Gun, Mehmet Veysel, Keles, Tugce, Tasci, Burak Tasci, Barua, Prabal Datta, Tasci, Irem, Dogan, Sengul, Baygin, Mehmet, Palmer, Elizabeth Emma, Tuncer, Turker, Ooi, Chui Ping and Acharya, U. Rajendra. 2023. "QLBP: Dynamic patterns-based feature extraction functions for automatic detection of mental health and cognitive conditions using EEG signals." Chaos, Solitons and Fractals. 172. https://doi.org/10.1016/j.chaos.2023.113472
Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images
Sut, Suat Kamil, Koc, Mustafa, Zorlu, Gokhan, Serhatlioglu, Ihsan, Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Tan, Ru‑San and Acharya, U. Rajendra. 2023. "Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images." Journal of Digital Imaging. 36 (3), pp. 879-892. https://doi.org/10.1007/s10278-022-00759-9
NRC-Net: Automated noise robust cardio net for detecting valvular cardiac diseases using optimum transformation method with heart sound signals
Shuvo, Samiul Based, Alam, Syed Samiul, Ayman, Syeda Umme, Chakma, Arbil, Barua, Prabal Datta and Acharya, U. Rajendra. 2023. "NRC-Net: Automated noise robust cardio net for detecting valvular cardiac diseases using optimum transformation method with heart sound signals." Biomedical Signal Processing and Control. 86 (Part C). https://doi.org/10.1016/j.bspc.2023.105272
PrismPatNet: Novel prism pattern network for accurate fault classification using engine sound signals
Sahin, Sakir Engin, Gulhan, Gokhan, Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Faust, Oliver and Acharya, U. Rajendra. 2023. "PrismPatNet: Novel prism pattern network for accurate fault classification using engine sound signals." Expert Systems: the journal of knowledge engineering. 40 (8). https://doi.org/10.1111/exsy.13312
Brain tumor detection and screening using artificial intelligence techniques: Current trends and future perspectives
Raghavendra, U., Gudigar, Anjan, Paul, Aritra, Goutham, T.S., Inamdar, Mahesh Anil, Hegde, Ajay, Dev, Aruna, Ooi, Chui Ping, Deo, Ravinesh C., Barua, Prabal Datta, Molinari, Filippo, Ciaccio, Edward J. and Acharya, U. Rajendra. 2023. "Brain tumor detection and screening using artificial intelligence techniques: Current trends and future perspectives." Computers in Biology and Medicine. 163. https://doi.org/10.1016/j.compbiomed.2023.107063
PatchResNet: Multiple Patch Division–Based Deep Feature Fusion Framework for Brain Tumor Classification Using MRI Images
Muezzinoglu, Taha, Baygin, Nursena, Tuncer, Ilknur, Barua, Prabal Datta, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Palmer, Elizabeth E., Cheong, Kang Hao and Acharya, U. Rajendra. 2023. "PatchResNet: Multiple Patch Division–Based Deep Feature Fusion Framework for Brain Tumor Classification Using MRI Images." Journal of Digital Imaging. 36 (3), pp. 973-987. https://doi.org/10.1007/s10278-023-00789-x
Deep neural network technique for automated detection of ADHD and CD using ECG signal
Loh, Hui Wen, Ooi, Chui Pin, Oh, Shu Lih, Barua, Prabal Datta, Tan, Yi Ren, Molinari, Filippo, March, Sonja, Acharya, U. Rajendra and Fung, Daniel Shuen Sheng. 2023. "Deep neural network technique for automated detection of ADHD and CD using ECG signal." Computer Methods and Programs in Biomedicine. 241. https://doi.org/10.1016/j.cmpb.2023.107775
EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population
Oh, Shu Lih, Jahmunah, V., Emmanuel, Elizabeth Emma, Barua, Prabal D., Dogan, Sengul, Tuncer, Turker, García, Salvador, Molinari, Filippo and Acharya, U. Rajendra. 2023. "EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population." Computers in Biology and Medicine. 164. https://doi.org/10.1016/j.compbiomed.2023.107312
FGPat18: Feynman graph pattern-based language detection model using EEG signals
Kirik, Serkan, Dogan, Sengul, Baygin, Mehmet, Barua, Prabal Datta, Demir, Caner Feyzi, Keles, Tugce, Yildiz, Arif Metehan, Baygin, Nursena, Tuncer, Ilknur, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "FGPat18: Feynman graph pattern-based language detection model using EEG signals." Biomedical Signal Processing and Control. 85. https://doi.org/10.1016/j.bspc.2023.104927
Application of data fusion for automated detection of children with developmental and mental disorders: A systematic review of the last decade
Khare, Smith K., March, Sonja, Barua, Prabal Datta, Gadre, Vikram M. and Acharya, U. Rajendra. 2023. "Application of data fusion for automated detection of children with developmental and mental disorders: A systematic review of the last decade." Information Fusion. 99. https://doi.org/10.1016/j.inffus.2023.101898
PFP-HOG: Pyramid and Fixed-Size Patch-Based HOG Technique for Automated Brain Abnormality Classification with MRI
Kaplan, Ela, Chan, Wai Yee, Altinsoy, Hasan Baki, Baygin, Mehmet, Barua, Prabal Datta, Chakraborty, Subrata, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2023. "PFP-HOG: Pyramid and Fixed-Size Patch-Based HOG Technique for Automated Brain Abnormality Classification with MRI." Journal of Digital Imaging. 23, p. 2441–2460. https://doi.org/10.1007/s10278-023-00889-8
ExHiF: Alzheimer's disease detection using exemplar histogram-based features with CT and MR images
Kaplan, Ela, Baygin, Mehmet, Barua, Prabal D., Dogan, Sengul, Tuncer, Turker, Altunisik, Erman, Palmer, Elizabeth Emma and Acharya, U. Rajendra. 2023. "ExHiF: Alzheimer's disease detection using exemplar histogram-based features with CT and MR images." Medical Engineering and Physics. 115. https://doi.org/10.1016/j.medengphy.2023.103971
Application of Entropy for Automated Detection of Neurological Disorders With Electroencephalogram Signals: A Review of the Last Decade (2012-2022)
Jui, S. Janifer Jabin, Deo, Ravinesh C. Deo, Barua, Prabal Datta, Devi, Aruna, Soar, Jeffrey and Acharya, U. Rajendra. 2023. "Application of Entropy for Automated Detection of Neurological Disorders With Electroencephalogram Signals: A Review of the Last Decade (2012-2022)." IEEE Access. 11, pp. 71905-71924. https://doi.org/10.1109/ACCESS.2023.3294473
Endoscopy, video capsule endoscopy, and biopsy for automated celiac disease detection: A review
Jahmunah, V., Koh, Joel En Wei, Sudarshan, Vidya K., Raghavendra, U., Gudigar, Anjan, Oh, Shu Lih, Loh, Hui Wen, Faust, Oliver, Barua, Prabal Datta, Ciaccio, Edward J. and Acharya, U. Rajendra. 2023. "Endoscopy, video capsule endoscopy, and biopsy for automated celiac disease detection: A review." Biocybernetics and Biomedical Engineering. 43 (1), pp. 82-108. https://doi.org/10.1016/j.bbe.2022.12.002
Development of Debiasing Technique for Lung Nodule Chest X-ray Datasets to Generalize Deep Learning Models
Horry, Michael J., Chakraborty, Subrata, Pradhan, Biswajeet, Paul, Manoranjan, Zhu, Jing, Loh, Hui Wen, Barua, Prabal Datta and Acharya, U. Rajendra. 2023. "Development of Debiasing Technique for Lung Nodule Chest X-ray Datasets to Generalize Deep Learning Models." Sensors. 23 (14). https://doi.org/10.3390/s23146585
Most complicated lock pattern-based seismological signal framework for automated earthquake detection
Gokhan, Suat Gokhan, Baygin, Nursena, Barua, Prabal D., Singh, Arvind R., Bajaj, Mohit, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Most complicated lock pattern-based seismological signal framework for automated earthquake detection." International Journal of Applied Earth Observation and Geoinformation. 118. https://doi.org/10.1016/j.jag.2023.103297
Automated Urine Cell Image Classification Model Using Chaotic Mixer Deep Feature Extraction
Erten, Mehmet, Tuncer, Ilknur, Barua, Prabal D., Yildirim, Kubra, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Fujita, Hamido and Acharya, U. Rajendra. 2023. "Automated Urine Cell Image Classification Model Using Chaotic Mixer Deep Feature Extraction." Journal of Digital Imaging. 36 (4), pp. 1675-1686. https://doi.org/10.1007/s10278-023-00827-8
Swin-LBP: a competitive feature engineering model for urine sediment classification
Erten, Mehmet, Barua, Praba Datta, Tuncer, Ilknur, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Swin-LBP: a competitive feature engineering model for urine sediment classification." Neural Computing and Applications. 35 (29), pp. 21621-21632. https://doi.org/10.1007/s00521-023-08919-w
Hybrid-Patch-Alex: A new patch division and deep feature extraction-based image classification model to detect COVID-19, heart failure, and other lung conditions using medical images
Erdem, Kenan, Kobat, Mehmet Ali, Bilen, Mehmet Nail, Balik, Yunus, Alkan, Sevim, Cavlak, Feyzanur, Poyraz, Ahmet Kursad, Barua, Prabal Datta, Tuncer, Ilknur, Dogan, Sengul, Baygin, Mehmet, Erten, Mehmet, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Hybrid-Patch-Alex: A new patch division and deep feature extraction-based image classification model to detect COVID-19, heart failure, and other lung conditions using medical images." International Journal of Imaging Systems and Technology. 33 (4), pp. 1144-1159. https://doi.org/10.1002/ima.22914
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals
Dogan, Sengul, Baygin, Mehmet, Tasci, Burak, Loh, Hui Wen, Barua, Prabal D., Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals." Cognitive Neurodynamics. 17 (3), pp. 647-659. https://doi.org/10.1007/s11571-022-09859-2
Automated mental arithmetic performance detection using quantum pattern- and triangle pooling techniques with EEG signals
Baygin, Nursena, Aydemir, Emrah, Barua, Prabal D., Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San and Acharya, Rajendra. 2023. "Automated mental arithmetic performance detection using quantum pattern- and triangle pooling techniques with EEG signals." Expert Systems with Applications. 227. https://doi.org/10.1016/j.eswa.2023.120306
Automated facial expression recognition using exemplar hybrid deep feature generation technique
Baygin, Mehmet, Tuncer, Ilknur, Dogan, Sengul, Barua, Prabal Datta, Tuncer, Turker, Cheong, Kang Hao and Acharya, U. Rajendra. 2023. "Automated facial expression recognition using exemplar hybrid deep feature generation technique." Soft Computing. 27 (13), pp. 8721-8737. https://doi.org/10.1007/s00500-023-08230-9
CCPNet136: automated detection of schizophrenia using carbon chain pattern and iterative TQWT technique with EEG signals
Baygin, Mehmet, Barua, Prabal Datta, Chakraborty, Subrata, Tuncer, Ilknur, Dogan, Sengul, Palmer, Elizabeth, Tuncer, Turker, Kamath, Aditya, Ciaccio, Edward J and Acharya, U Rajendra. 2023. "CCPNet136: automated detection of schizophrenia using carbon chain pattern and iterative TQWT technique with EEG signals ." Physiological Measurement. 44 (3). https://doi.org/10.1088/1361-6579/acb03c
NFSDense201: microstructure image classification based on non-fixed size patch division with pre-trained DenseNet201 layers
Barua, Prabal Datta, Dogan, Sengul, Kavuran, Gurkan, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "NFSDense201: microstructure image classification based on non-fixed size patch division with pre-trained DenseNet201 layers." Neural Computing and Applications. 35 (30), pp. 22253-22263. https://doi.org/10.1007/s00521-023-08825-1
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals
Barua, Prabal Datta, Aydemir, Emrah, Dogan, Sengul, Kobat, Mehmet Ali, Demir, Fahrettin Burak, Baygin, Mehmet, Tuncer, Turker, Oh, Shu Lih, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals." International Journal of Machine Learning and Cybernetics. 14 (5), pp. 1651-1668. https://doi.org/10.1007/s13042-022-01718-0
Novel favipiravir pattern-based learning model for automated detection of specific language impairment disorder using vowels
Barua, Prabal Datta, Aydemir, Emrah, Dogan, Sengul, Erten, Mehmet, Kaysi, Feyzi, Tuncer, Turker, Fujita, Hamido, Palmer, Elizabeth and Acharya, U Rajendra. 2023. "Novel favipiravir pattern-based learning model for automated detection of specific language impairment disorder using vowels." Neural Computing and Applications. 35 (8), pp. 6065-6077. https://doi.org/10.1007/s00521-022-07999-4
LSGP-USFNet: Automated Attention Deficit Hyperactivity Disorder Detection Using Locations of Sophie Germain’s Primes on Ulam’s Spiral-Based Features with Electroencephalogram Signals
Atila, Orhan, Deniz, Erkan, Ari, Ali, Sengur, Abdulkadir, Chakraborty, Subrata, Barua, Prabal Datta and Acharya, U. Rajendra. 2023. "LSGP-USFNet: Automated Attention Deficit Hyperactivity Disorder Detection Using Locations of Sophie Germain’s Primes on Ulam’s Spiral-Based Features with Electroencephalogram Signals." Sensors. 23 (16). https://doi.org/10.3390/s23167032
Explainable automated anuran sound classification using improved one-dimensional local binary pattern and Tunable Q Wavelet Transform techniques
Akbal, Erhan, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2023. "Explainable automated anuran sound classification using improved one-dimensional local binary pattern and Tunable Q Wavelet Transform techniques." Expert Systems with Applications. 225. https://doi.org/10.1016/j.eswa.2023.120089
Consumers’ Behavioural Intentions to Reuse Recommender Systems: Assessing the Effects of Trust Propensity, Trusting Beliefs and Perceived Usefulness.
Acharya, Nirmal, Sassenberg, Anne-Marie and Soar, Jeffrey. 2023. "Consumers’ Behavioural Intentions to Reuse Recommender Systems: Assessing the Effects of Trust Propensity, Trusting Beliefs and Perceived Usefulness." Journal of Theoretical and Applied Electronic Commerce Research. 18 (1), pp. 55-78. https://doi.org/10.3390/jtaer18010004
Identifying an Optimal Model for Blockchain Technology Adoption in the Agricultural Sector
Gandhi Maniam, Peter Sasitharan, Prentice, Catherine, Sassenberg, Anne-Marie and Soar, Jeffrey. 2023. "Identifying an Optimal Model for Blockchain Technology Adoption in the Agricultural Sector." Logistics (MDPI AG). 7 (3), pp. 1-19. https://doi.org/10.3390/logistics7030059
Application of local configuration pattern for automated detection of schizophrenia with electroencephalogram signals
WeiKoh, Joel En, Rajinikanth, Venkatesan, Vicnesh, Jahmunah, Pham, The-Hanh, Oh, Shu Lih, Yeong, Chai Hong, Sankaranarayanan, Meena, Kamath, Aditya, Bairy, Giliyar Muralidhar, Barua, Prabal Datta and Cheong, Kang Hao. 2024. "Application of local configuration pattern for automated detection of schizophrenia with electroencephalogram signals." Expert Systems: the journal of knowledge engineering. 41 (5). https://doi.org/10.1111/exsy.12957
A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal
Baygin, Mehmet, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Key, Sefa, Acharya, U. Rajendra and Cheong, Kang Hao. 2022. "A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal." Sensors. 22 (5). https://doi.org/10.3390/s22052007
Mental performance classification using fused multilevel feature generation with EEG signals
Aydemir, Emrah, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Barua, Prabal Datta, Chakraborty, Subrata, Faust, Oliver, Arunkumar, N., Kaysi, Feyzi and Acharya, U. Rajendra. 2023. "Mental performance classification using fused multilevel feature generation with EEG signals." International Journal of Healthcare Management. 16 (4), pp. 574-587. https://doi.org/10.1080/20479700.2022.2130645
Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja and Schuller, Bjorn W.. 2023. "Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition ." IEEE Transactions on Affective Computing. 14 (4), pp. 3164-3176. https://doi.org/10.1109/TAFFC.2022.3221749
Novel multiple pooling and local phase quantization stable feature extraction techniques for automated classification of brain infarcts
Dogan, Sengul, Barua, Prabal Datta, Baygin, Mehmet, Chakraborty, Subrata, Ciaccio, Edward J., Tuncer, Turker, Kadir, Khairul Azmi Abd, Shah, Mohammad Nazri Md, Azman, Raja Rizal, Lee, Chin Chew, Ng, Kwan Hoong and Acharya, U. Rajendra. 2022. "Novel multiple pooling and local phase quantization stable feature extraction techniques for automated classification of brain infarcts." Biocybernetics and Biomedical Engineering. 42 (3), pp. 815-828. https://doi.org/10.1016/j.bbe.2022.06.004
Role of Four-Chamber Heart Ultrasound Images in Automatic Assessment of Fetal Heart: A Systematic Understanding
Gudigar, Anjan, U., Raghavendra, Samanth, Jyothi, Vasudeva, Akhila, A. J., Ashwal, Nayak, Krishnananda, Tan, Ru-San, Ciaccio, Edward J., Ooi, Chui Ping, Barua, Prabal Datta, Molinari, Filippo and Acharya, U. Rajendra. 2022. "Role of Four-Chamber Heart Ultrasound Images in Automatic Assessment of Fetal Heart: A Systematic Understanding." Informatics. 9 (2). https://doi.org/10.3390/informatics9020034
Heart rate variability for medical decision support systems: A review
Faust, Oliver, Hong, Wanrong, Loh, Hui Wen, Xu, Shuting, Tan, Ru-San, Chakraborty, Subrata, Barua, Prabal Datta, Molinari, Filippo and Acharya, U. Rajendra. 2022. "Heart rate variability for medical decision support systems: A review." Computers in Biology and Medicine. 145. https://doi.org/10.1016/j.compbiomed.2022.105407
Hamlet-Pattern-Based Automated COVID-19 and Influenza Detection Model Using Protein Sequences
Erten, Mehmet, Acharya, Madhav R., Kamath, Aditya P., Sampathila, Niranjana, Bairy, G. Muralidhar, Aydemir, Emrah, Barua, Prabal Datta, Baygin, Mehmet, Tuncer, Ilknur, Dogan, Sengul and Tuncer, Turker. 2022. "Hamlet-Pattern-Based Automated COVID-19 and Influenza Detection Model Using Protein Sequences." Diagnostics. 12 (12). https://doi.org/10.3390/diagnostics12123181
Exemplar Darknet19 feature generation technique for automated kidney stone detection with coronal CT images
Baygin, Mehmet, Yaman, Orhan, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2022. "Exemplar Darknet19 feature generation technique for automated kidney stone detection with coronal CT images." Artificial Intelligence in Medicine. 127. https://doi.org/10.1016/j.artmed.2022.102274
DesPatNet25: Data encryption standard cipher model for accurate automated construction site monitoring with sound signals
Akbal, Erhan, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2022. "DesPatNet25: Data encryption standard cipher model for accurate automated construction site monitoring with sound signals." Expert Systems with Applications. 193, pp. 1-10. https://doi.org/10.1016/j.eswa.2021.116447
Automated Diabetic Retinopathy Detection Using Horizontal and Vertical Patch Division-Based Pre-Trained DenseNET with Digital Fundus Images
Kobat, Sabiha Gungor, Baygin, Nursena, Yusufoglu, Elif, Baygin, Mehmet, Barua, Prabal Datta, Dogan, Sengul, Yaman, Orhan, Celiker, Ulku, Yildirim, Hakan, Tan, Ru-San, Tuncer, Turker, Islam, Nazrul and Acharya, U. Rajendra. 2022. "Automated Diabetic Retinopathy Detection Using Horizontal and Vertical Patch Division-Based Pre-Trained DenseNET with Digital Fundus Images." Diagnostics. 12 (8). https://doi.org/10.3390/diagnostics12081975
Automated detection of ADHD: Current trends and future perspective
Loh, Hui Wen, Ooi, Chui Ping, Barua, Prabal Datta, Palmer, Elizabeth E., Molinari, Filippo and Acharya, U. Rajendra. 2022. "Automated detection of ADHD: Current trends and future perspective." Computers in Biology and Medicine. 146. https://doi.org/10.1016/j.compbiomed.2022.105525
An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds
Barua, Prabal Datta, Karasu, Mehdi, Kobat, Mehmet Ali, Balik, Yunus, Kivrak, Tarik, Baygin, Mehmet, Dogan, Sengul, Demir, Fahrettin Burak, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2022. "An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds." Computers in Biology and Medicine. 146, pp. 1-10. https://doi.org/10.1016/j.compbiomed.2022.105599
A new lateral geniculate nucleus pattern-based environmental sound classification using a new large sound dataset
Tasci, Burak, Acharya, Madhav R., Barua, Prabal Datta, Yildiz, Arif Metehan, Gun, Mehmet Veysel, Keles, Tugce, Dogan, Sengul and Tuncer, Turker. 2022. "A new lateral geniculate nucleus pattern-based environmental sound classification using a new large sound dataset." Applied Acoustics. 196. https://doi.org/10.1016/j.apacoust.2022.108897
CGP17Pat: Automated Schizophrenia Detection Based on a Cyclic Group of Prime Order Patterns Using EEG Signals
Aydemir, Emrah, Dogan, Sengul, Baygin, Mehmet, Ooi, Chui Ping, Barua, Prabal Datta, Tuncer, Turker and Acharya, U. Rajendra. 2022. "CGP17Pat: Automated Schizophrenia Detection Based on a Cyclic Group of Prime Order Patterns Using EEG Signals." Healthcare. 10 (4), pp. 1-18. https://doi.org/10.3390/healthcare10040643
Application of photoplethysmography signals for healthcare systems: An in-depth review
Loh, Hui Wen, Xu, Shuting, Faust, Oliver, Ooi, Chui Ping, Barua, Prabal Datta, Chakraborty, Subrata, Tan, Ru-San, Molinari, Filippo and Acharya, U. Rajendra. 2022. "Application of photoplethysmography signals for healthcare systems: An in-depth review." Computer Methods and Programs in Biomedicine. 216, pp. 1-14. https://doi.org/10.1016/j.cmpb.2022.106677
EPSPatNet86: eight-pointed star pattern learning network for detection ADHD disorder using EEG signals
Tanko, Dahiru, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Palmer, Elizabeth, Ciaccio, Edward J. and Acharya, U. Rajendra. 2022. "EPSPatNet86: eight-pointed star pattern learning network for detection ADHD disorder using EEG signals." Physiological Measurement. 43 (3), pp. 1-13. https://doi.org/10.1088/1361-6579/ac59dc
An accurate automated speaker counting architecture based on James Webb Pattern
Barua, Prabal Datta, Yildiz, Arif Metehan, Canpolat, Nida, Keles, Tugce, Dogan, Sengul, Baygin, Mehmet, Tuncer, Ilknur, Tuncer, Turker, Tan, Ru-San, Fujita, Hamido and Acharya, U. Rajendra. 2023. "An accurate automated speaker counting architecture based on James Webb Pattern ." Engineering Applications of Artificial Intelligence. 119. https://doi.org/10.1016/j.engappai.2023.105821
Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images
Faust, Oliver, De Michele, Simona, Koh, Joel E. W., Jahmunah, V., Lih, Oh Shu, Kamath, Aditya P., Barua, Prabal Datta, Ciaccio, Edward J., Lewis, Suzanne K., Green, Peter H., Bhagat, Govind and Acharya, U. Rajendra. 2023. "Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images." Computer Methods and Programs in Biomedicine. 230. https://doi.org/10.1016/j.cmpb.2022.107320
Swin-textural: A novel textural features-based image classification model for COVID-19 detection on chest computed tomography
Tuncer, Ilknur, Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Tan, Ru-San, Yeong, Chai Hong and Acharya, U. Rajendra. 2023. "Swin-textural: A novel textural features-based image classification model for COVID-19 detection on chest computed tomography." Informatics in Medicine Unlocked. 36. https://doi.org/10.1016/j.imu.2022.101158
Role of Artificial Intelligence in COVID-19 Detection
Gudigar, Anjan, Raghavendra, U., Nayak, Sneha, Ooi, Chui Ping, Chan, Wai Yee, Gangavarapu, Mokshagna Rohit, Dharmik, Chinmay, Samanth, Jyothi, Kadri, Nahrizul Adib, Hasikin, Khairunnisa, Barua, Prabal Datta, Chakraborty, Subrata, Ciaccio, Edward J. and Acharya, U. Rajendra. 2021. "Role of Artificial Intelligence in COVID-19 Detection." Sensors. 21 (23). https://doi.org/10.3390/s21238045
A new one-dimensional testosterone pattern-based EEG sentence classification method
Keles, Tugce, Yildiz, Arif Metehan, Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Demir, Caner Feyzi, Ciaccio, Edward J. and Acharya, U. Rajendra. 2023. "A new one-dimensional testosterone pattern-based EEG sentence classification method." Engineering Applications of Artificial Intelligence. 119. https://doi.org/10.1016/j.engappai.2022.105722
Automated accurate fire detection system using ensemble pretrained residual network
Dogan, Sengul, Barua, Prabal Datta, Kutlu, Huseyin, Baygin, Mehmet, Fujita, Hamido, Tuncer, Turker and Acharya, U. Rajendra. 2022. "Automated accurate fire detection system using ensemble pretrained residual network." Expert Systems with Applications. 203. https://doi.org/10.1016/j.eswa.2022.117407
Automated BI-RADS classification of lesions using pyramid triple deep feature generator technique on breast ultrasound images
Kaplan, Ela, Chan, Wai Yee, Dogan, Sengul, Barua, Prabal D., Bulut, Haci Taner, Tuncer, Turker, Cizik, Mert, Tan, Ru-San and Acharya, U Rajendra. 2022. "Automated BI-RADS classification of lesions using pyramid triple deep feature generator technique on breast ultrasound images." Medical Engineering and Physics. 108. https://doi.org/10.1016/j.medengphy.2022.103895
L-Tetrolet Pattern-Based Sleep Stage Classification Model Using Balanced EEG Datasets
Barua, Prabal Datta, Tuncer, Ilknur, Aydemir, Emrah, Faust, Oliver, Chakraborty, Subrata, Subbhuraam, Vinithasree, Tuncer, Turker, Dogan, Sengul and Acharya, U. Rajendra. 2022. "L-Tetrolet Pattern-Based Sleep Stage Classification Model Using Balanced EEG Datasets." Diagnostics. 12 (10). https://doi.org/10.3390/diagnostics12102510
A review of automated sleep disorder detection
Xu, Shuting, Faust, Oliver, Seoni, Silvia, Chakraborty, Subrata, Barua, Prabal Datta, Loh, Hui Wen, Elphick, Heather, Molinari, Filippo and Acharya, U. Rajendra. 2022. "A review of automated sleep disorder detection." Computers in Biology and Medicine. 150. https://doi.org/10.1016/j.compbiomed.2022.106100
Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)
Loh, Hui Wen, Ooi, Chui Ping, Seoni, Silvia, Barua, Prabal Datta, Molinari, Filippo and Acharya, U. Rajendra. 2022. "Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)." Computer Methods and Programs in Biomedicine. 226. https://doi.org/10.1016/j.cmpb.2022.107161
Development of novel automated language classification model using pyramid pattern technique with speech signals
Akbal, Erhan, Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul and Acharya, U. Rajendra. 2022. "Development of novel automated language classification model using pyramid pattern technique with speech signals." Neural Computing and Applications. 34 (23), pp. 21319-21333. https://doi.org/10.1007/s00521-022-07613-7
Automated detection of pain levels using deep feature extraction from shutter blinds‑based dynamic‑sized horizontal patches with facial images
Barua, Prabal Datta, Baygin, Nursena, Dogan, Sengul, Baygin, Mehmet, Arunkumar, N., Fujita, Hamido, Tuncer, Turker, Tan, Ru‑San, Palmer, Elizabeth, Azizan, Muhammad Mokhzaini Bin, Kadri, Nahrizul Adib and Acharya, U. Rajendra. 2022. "Automated detection of pain levels using deep feature extraction from shutter blinds‑based dynamic‑sized horizontal patches with facial images." Scientific Reports. 12 (1). https://doi.org/10.1038/s41598-022-21380-4
Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database
Barua, Prabal Datta, Keles, Tugce, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Demir, Caner Feyzi, Fujita, Hamido, Tan, Ru-San, Ooi, Chui Ping and Acharya, U. Rajendra. 2023. "Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database." Biomedical Signal Processing and Control. 79 (Part 1). https://doi.org/10.1016/j.bspc.2022.104055
Design Principles for Platform Enabled Knowledge Commons with an Expository Instantiation
Ramakrishnan, Muralidharan, Gregor, Shirley, Shrestha, Anup and Soar, Jeffrey. 2023. "Design Principles for Platform Enabled Knowledge Commons with an Expository Instantiation." Journal of the Association of Information Systems. 24 (5), pp. 1413-1438.
Near real-time wind speed forecast model with bidirectional LSTM networks
Joseph, Lionel P., Deo, Ravinesh C., Prasad, Ramendra, Salcedo-Sanz, Sancho, Raj, Nawin and Soar, Jeffrey. 2023. "Near real-time wind speed forecast model with bidirectional LSTM networks." Renewable Energy. 204, pp. 39-58. https://doi.org/10.1016/j.renene.2022.12.123
The Role of Cognitive Absorption in Recommender System Reuse
Acharya, Nirmal, Sassenberg, Anne-Marie and Soar, Jeffrey. 2023. "The Role of Cognitive Absorption in Recommender System Reuse." Sustainability. 15 (5), pp. 1-23. https://doi.org/10.3390/su15053896
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Li, Li, Gururajan, Raj, Zhou, Xujuan and Acharya, U. Rajendra. 2023. "Remote patient monitoring using artificial intelligence: Current state, applications, and challenges." WIREs Data Mining and Knowledge Discovery. 13 (2). https://doi.org/10.1002/widm.1485
Speech Synthesis with Mixed Emotions
Zhou, Kun, Sisman, Berrak, Rana, R., Schuller, Bjorn W. and Li, Haizhou. 2023. "Speech Synthesis with Mixed Emotions." IEEE Transactions on Affective Computing. 14 (4), pp. 3120-3134. https://doi.org/10.1109/TAFFC.2022.3233324
Innovation Centric Knowledge Commons—A Systematic Literature Review and Conceptual Model
Ramakrishnan, Muralidharan, Shrestha, Anup and Soar, Jeffrey. 2021. "Innovation Centric Knowledge Commons—A Systematic Literature Review and Conceptual Model." Journal of Open Innovation: Technology, Market, and Complexity. 7 (1), pp. 1-19. https://doi.org/10.3390/joitmc7010035
Using Sequence-to-Sequence Models for Carrier Frequency Offset Estimation of Short Messages and Chaotic Maps
Davey, Christopher P., Shakeel, Ismail, Deo, Ravinesh C., Salcedo-sanz, Sancho and Soar, Jeffrey. 2022. "Using Sequence-to-Sequence Models for Carrier Frequency Offset Estimation of Short Messages and Chaotic Maps." IEEE Access. 10, pp. 119814 - 119825. https://doi.org/10.1109/ACCESS.2022.3221762
AI enabled RPM for Mental Health Facility
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Xie, Haoran, Gururajan, Raj and Zhou, Xujuan. 2022. "AI enabled RPM for Mental Health Facility." 1st ACM Workshop on Mobile and Wireless Sensing for Smart Healthcare (WMSSH 2022). Sydney, Australia 21 Oct 2022 New York, United States. https://doi.org/10.1145/3556551.3561191
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja and Schuller, Bjorn. 2023. "Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition." IEEE Transactions on Affective Computing. 14 (3), pp. 1912-1926. https://doi.org/10.1109/TAFFC.2022.3167013
Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network
Deo, Ravinesh C., Grant, Richard H., Webb, Ann, Ghimire, Sujan, Igoe, Damien P., Downs, Nathan J., Al-Musaylh, Mohanad S., Parisi, Alfio V. and Soar, Jeffrey. 2022. "Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network." Stochastic Environmental Research and Risk Assessment. 36, p. 3183–3220. https://doi.org/10.1007/s00477-022-02188-0
Effects of cognitive absorption on continuous use intention of AI-driven recommender systems in e-commerce
Acharya, Nirmal, Sassenberg, Anne-Marie and Soar, Jeffrey. 2023. "Effects of cognitive absorption on continuous use intention of AI-driven recommender systems in e-commerce." Foresight (Cambridge): the journal for future studies, strategic thinking and policy. 25 (2), pp. 194-208. https://doi.org/10.1108/FS-10-2021-0200
Emotion Intensity and its Control for Emotional Voice Conversion
Zhou, Kun, Sisman, Berrak, Rana, Rajib, Schuller, Bjorn W. and Li, Haizhou. 2023. "Emotion Intensity and its Control for Emotional Voice Conversion." IEEE Transactions on Affective Computing. 14 (1), pp. 31-48. https://doi.org/10.1109/TAFFC.2022.3175578
Influence of food safety concerns on safe food purchasing at rural and urban consumers in Bangladesh
Ishra, Rakia, Khanam, Rasheda and Soar, Jeffrey. 2022. "Influence of food safety concerns on safe food purchasing at rural and urban consumers in Bangladesh." Appetite. 179, pp. 1-10. https://doi.org/10.1016/j.appet.2022.106306
FedStack: Personalized Activity Monitoring using Stacked Federated Learning
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Gururajan, Raj, Li, Yuefeng, Zhou, Xujuan and Acharya, U Rajendra. 2022. "FedStack: Personalized Activity Monitoring using Stacked Federated Learning." Knowledge-Based Systems. 257, pp. 1-14. https://doi.org/10.1016/j.knosys.2022.109929
A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition
Rajapakshe, Thejan, Rana, Rajib, Khalifa, Sara, Liu, Jiajun and Schuller, Bjorn W. 2022. "A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition." Abramson, David and Dinh, Minh Ngoc (ed.) 2022 Australasian Computer Science Week (ACSW 2022). Brisbane, Australia 14 - 17 Feb 2022 United States. https://doi.org/10.1145/3511616.3513104
Novel nested patch-based feature extraction model for automated Parkinson’s Disease symptom classification using MRI images
Kaplan, Ela, Altunisik, Erman, Firat, Yasemin Ekmekyapar, Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Demir, Fahrettin Burak, Tuncer, Turker, Palmer, Elizabeth, Tan, Ru-San, Yu, Ping, Soar, Jeffrey, Fujita, Hamido and Acharya, U. Rajendra. 2022. "Novel nested patch-based feature extraction model for automated Parkinson’s Disease symptom classification using MRI images." Computer Methods and Programs in Biomedicine. 224, pp. 1-11. https://doi.org/10.1016/j.cmpb.2022.107030
Achieving Industry-aligned Education through Digital-Commons: A Case Study
Ramakrishnan, Muralidharan, Gregor, Shirley, Shrestha, Anup and Soar, Jeffrey. 2023. "Achieving Industry-aligned Education through Digital-Commons: A Case Study." Journal of Computer Information Systems. 63 (4), pp. 950-964. https://doi.org/10.1080/08874417.2022.2115955
Introductory Engineering Mathematics Students’ Weighted Score Predictions Utilising a Novel Multivariate Adaptive Regression Spline Model
Ahmed, Abul Abrar Masrur, Deo, Ravinesh C., Ghimire, Sujan, Downs, Nathan J., Devi, Aruna, Barua, Prabal D. and Yaseen, Zaher M.. 2022. "Introductory Engineering Mathematics Students’ Weighted Score Predictions Utilising a Novel Multivariate Adaptive Regression Spline Model." Sustainability. 14 (17), pp. 1-27. https://doi.org/10.3390/su141711070
Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System
Prasad, Salvin S., Deo, Ravinesh C., Downs, Nathan, Igoe, Damien, Parisi, Alfio V. and Soar, Jeffrey. 2022. "Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System." IEEE Access. 10, pp. 24704-24720. https://doi.org/10.1109/ACCESS.2022.3153475
SigRep: Towards Robust Wearable Emotion Recognition with Contrastive Representation Learning
Dissanayake, Vipula, Seneviratne, Sachith, Rana, Rajib, Wen, Elliot, Kaluarachchi, Tharindu and Nanayakkara, Suranga. 2022. "SigRep: Towards Robust Wearable Emotion Recognition with Contrastive Representation Learning." IEEE Access. 10, pp. 18105-18120. https://doi.org/10.1109/ACCESS.2022.3149509
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja, Epps, Julien and Schuller, Bjorn W.. 2022. "Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition." IEEE Transactions on Affective Computing. 13 (2), pp. 992-1004. https://doi.org/10.1109/TAFFC.2020.2983669
Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots
Sharma, Ekta, Deo, Ravinesh C., Soar, Jeffrey, Prasad, Ramendra, Parisi, Alfio V. and Raj, Nawin. 2022. "Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots." Atmospheric Environment. 279, pp. 1-13. https://doi.org/10.1016/j.atmosenv.2022.119111
Study of Parameters and Theory of Sucrose Dust Explosion
Jiang, Juju, Li, Xiaoquan, Liang, Siting, Zhong, Yuankun, Yang, Lei, Hao, Peng and Soar, Jeffrey. 2022. "Study of Parameters and Theory of Sucrose Dust Explosion." Energies. 15 (4), pp. 1-13. https://doi.org/10.3390/en15041439
Inhibition of Four Inert Powders on the Minimum Ignition Energy of Sucrose Dust
Zhong, Yuankun, Li, Xiaoquan, Jiang, Juju, Liang, Siting, Yang, Zhiwen and Soar, Jeffrey. 2022. "Inhibition of Four Inert Powders on the Minimum Ignition Energy of Sucrose Dust." Processes. 10 (2), pp. 1-12. https://doi.org/10.3390/pr10020405
A comparative analysis of the principal component analysis and entropy weight methods to establish the indexing measurement
Wu, Robert M. X., Zhang, Zhongwu, Yan, Wanjun, Fan, Jianfeng, Gou, Jinwen, Liu, Bao, Gide, Ergun, Soar, Jeffrey, Shen, Bo, Fazal-e-Hasan, Syed, Liu, Zengquan, Zhang, Peng, Wang, Peilin, Cui, Xinxin, Peng, Zhanfei and Wang, Ya. 2022. "A comparative analysis of the principal component analysis and entropy weight methods to establish the indexing measurement." PLoS One. 17 (1), pp. 1-26. https://doi.org/10.1371/journal.pone.0262261
Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables
Jui, S. Janifer Jabin, Ahmed, A. A. Masrur, Bose, Aditi, Raj, Nawin, Sharma, Ekta, Soar, Jeffrey and Chowdhury, Md Wasique Islam. 2022. "Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables." Remote Sensing. 14 (3), pp. 1-18. https://doi.org/10.3390/rs14030805
An Overview of Ontologies and Tool Support for COVID-19 Analytics
Ahmad, Aakash, Bandara, Madhushi, Fahmideh, Mahdi, Proper, Henderik A., Guizzardi, Giancarlo and Soar, Jeffrey. 2021. "An Overview of Ontologies and Tool Support for COVID-19 Analytics." 2021 IEEE 25th International Enterprise Distributed Object Computing Workshop (EDOCW). Gold Coast, Australia 25 Oct 2021 United States. https://doi.org/10.1109/EDOCW52865.2021.00026
Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images
Bargshady, Ghazal, Zhou, Xujuan, Barua, Prabal Datta, Gururajan, Raj, Li, Yuefeng and Acharya, U. Rajendra. 2022. "Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images." Pattern Recognition Letters. 153, pp. 67-74. https://doi.org/10.1016/j.patrec.2021.11.020
Automated emotion recognition: Current trends and future perspectives
Maithri, M., Raghavendra, U., Gudigar, Anjan, Samanth, Jyothi, Barua, Prabal Datta, Murugappan, Murugappan, Chakole, Yashas and Acharya, U. Rajendra. 2022. "Automated emotion recognition: Current trends and future perspectives." Computer Methods and Programs in Biomedicine. 215. https://doi.org/10.1016/j.cmpb.2022.106646
DKPNet41: Directed knight pattern network-based cough sound classification model for automatic disease diagnosis
Kuluozturk, Mutlu, Kobat, Mehmet Ali, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Ciaccio, Edward J. and Acharya, U Rajendra. 2022. "DKPNet41: Directed knight pattern network-based cough sound classification model for automatic disease diagnosis." Medical Engineering and Physics. 110. https://doi.org/10.1016/j.medengphy.2022.103870
ViVGG19: Novel exemplar deep feature extraction-based shoulder rotator cuff tear and biceps tendinosis detection using magnetic resonance images
Key, Sefa, Demir, Sukru, Gurger, Murat, Yilmaz, Erhan, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Arunkumar, N., Tan, Ru-San and Acharya, U Rajendra. 2022. "ViVGG19: Novel exemplar deep feature extraction-based shoulder rotator cuff tear and biceps tendinosis detection using magnetic resonance images." Medical Engineering and Physics. 110. https://doi.org/10.1016/j.medengphy.2022.103864
PFP-LHCINCA: Pyramidal Fixed-Size Patch-Based Feature Extraction and Chi-Square Iterative Neighborhood Component Analysis for Automated Fetal Sex Classification on Ultrasound Images
Kaplan, Ela, Ekinci, Tekin, Kaplan, Selcuk, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Arunkumar, N and Acharya, U. Rajendra. 2022. "PFP-LHCINCA: Pyramidal Fixed-Size Patch-Based Feature Extraction and Chi-Square Iterative Neighborhood Component Analysis for Automated Fetal Sex Classification on Ultrasound Images." Contrast Media and Molecular Imaging. 2022. https://doi.org/10.1155/2022/6034971
Artificial Intelligence Enabled Personalised Assistive Tools to Enhance Education of Children with Neurodevelopmental Disorders—A Review
Barua, Prabal Datta, Jahmunah, Jahmunah, Gururajan, Raj, Oh, Shu Lih, Palmer, Elizabeth, Azizan, Muhammad Mokhzaini, Kadri, Nahrizul Adib and Acharya, U. Rajendra. 2022. "Artificial Intelligence Enabled Personalised Assistive Tools to Enhance Education of Children with Neurodevelopmental Disorders—A Review ." International Journal of Environmental Research and Public Health. 19 (3). https://doi.org/10.3390/ijerph19031192
Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection
Aydemir, Emrah, Yalcinkaya, Mehmet Ali, Barua, Prabal Datta, Baygin, Mehmet, Faust, Oliver, Dogan, Sengul, Chakraborty, Subrata, Tuncer, Turker and Acharya, Rajendra. 2022. "Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection." International Journal of Environmental Research and Public Health. 19 (4). https://doi.org/10.3390/ijerph19041939
Fusion of B-mode and shear wave elastography ultrasound features for automated detection of axillary lymph node metastasis in breast carcinoma
Pham, The-Hanh, Faust, Oliver, Koh, Joel En Wei, Ciaccio, Edward J., Barua, Prabal D., Omar, Norlia, Ng, Wei Lin, Mumin, Nazimah Ab, Rahmat, Kartini and Acharya, U. Rajendra. 2022. "Fusion of B-mode and shear wave elastography ultrasound features for automated detection of axillary lymph node metastasis in breast carcinoma." Expert Systems: the journal of knowledge engineering. 39 (5), pp. 1-19. https://doi.org/10.1111/exsy.12947
An Accurate Multiple Sclerosis Detection Model Based on Exemplar Multiple Parameters Local Phase Quantization: ExMPLPQ
Macin, Gulay, Tasci, Burak, Tasci, Irem, Faust, Oliver, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2022. "An Accurate Multiple Sclerosis Detection Model Based on Exemplar Multiple Parameters Local Phase Quantization: ExMPLPQ." Applied Sciences. 12 (10). https://doi.org/10.3390/app12104920
TMP19: A Novel Ternary Motif Pattern-Based ADHD Detection Model Using EEG Signals
Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Palmer, Elizabeth Emma, Ciaccio, Edward J. and Acharya, U. Rajendra. 2022. "TMP19: A Novel Ternary Motif Pattern-Based ADHD Detection Model Using EEG Signals." Diagnostics. 12 (10). https://doi.org/10.3390/diagnostics12102544
A set of quality metrics for the evaluation of voice termination services
Chan, Ka C., Zhou, Xujuan, Gururajan, Raj and Barua, Prabal. 2018. "A set of quality metrics for the evaluation of voice termination services." 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2018). Kaohsiung, Taiwan 12 - 14 Nov 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/BESC.2018.00036
Challenges and issues that are perceived to influence cloud computing adoption in local government councils
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2017. "Challenges and issues that are perceived to influence cloud computing adoption in local government councils." 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD 2017). Wellington, New Zealand 26 - 28 Apr 2017 https://doi.org/10.1109/CSCWD.2017.8066659
A correlational research on developing an innovative integrated gas warning system: a case study in ZhongXing, China
Wu, Robert M. X., Yan, Wanjun, Zhang, Zhongwu, Gou, Jinmen, Fan, Jianfen, Liu, Bao, Shi, Yong, Shen, Bo, Zhao, Haijun, Ma, Yanyun, Soar, Jeffrey, Sun, Xiangyu, Gide, Ergun, Sun, Zhigang, Wang, Peilin, Cui, Xinxin and Wang, Ya. 2021. "A correlational research on developing an innovative integrated gas warning system: a case study in ZhongXing, China." Geomatics, Natural Hazards and Risk. 12 (1), pp. 3175-3204. https://doi.org/10.1080/19475705.2021.2002953
Nursing and midwifery practice for maintenance of vascular access device patency. A cross-sectional survey
Keogh, Samantha, Flynn, Julie, Marsh, Nicole, Higgins, Niall, Davies, Karen and Rickard, Claire M.. 2015. "Nursing and midwifery practice for maintenance of vascular access device patency. A cross-sectional survey." International Journal of Nursing Studies. 52 (11), pp. 1678-1685. https://doi.org/10.1016/j.ijnurstu.2015.07.001
Application of deep learning models for automated identification of Parkinson’s disease: a review (2011–2021)
Loh, Hui Wen, Hong, Wanrong, Ooi, Chui Ping, Chakraborty, Subrata, Barua, Prabal Datta, Deo, Ravinesh C., Soar, Jeffrey, Palmer, Elizabeth E. and Acharya, U. Rajendra. 2021. "Application of deep learning models for automated identification of Parkinson’s disease: a review (2011–2021)." Sensors. 21, pp. 1-27. https://doi.org/10.3390/s21217034
Survey of Deep Representation Learning for Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja, Qadir, Junaid and Schuller, Bjorn. 2023. "Survey of Deep Representation Learning for Speech Emotion Recognition." IEEE Transactions on Affective Computing. 14 (2), pp. 1634-1654. https://doi.org/10.1109/TAFFC.2021.3114365
Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things
Xue, Wanli, Luo, Chengwen, Shen, Yiran, Rana, Rajib, Lan, Guohao, Jha, Sanjay, Seneviratne, Aruna and Hu, Wen. 2021. "Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things." IEEE Transactions on Mobile Computing. 20 (10), pp. 3049-3065. https://doi.org/10.1109/TMC.2020.2992737
Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation using Fewer Labelled Audio Data
Haque, Kazi Nazmul, Rana, Rajib, Liu, Jiajun, Hansen, John H. L., Cummins, Nicholas, Busso, Carlos and Schuller, Bjorn W.. 2021. "Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation using Fewer Labelled Audio Data." IEEE ACM Transactions on Audio, Speech, and Language Processing. 29, pp. 2575-2590. https://doi.org/10.1109/TASLP.2021.3098764
Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities
Tao, Xiaohui, Shaik, Thanveer Basha, Higgins, Niall, Gururajan, Raj and Zhou, Xujuan. 2021. "Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities." Sensors. 21 (3), pp. 1-20. https://doi.org/10.3390/s21030776
Development Data of Mood Inference Engine
Rana, Rajib. Development Data of Mood Inference Engine. Springfield. https://doi.org/10.26192/PV1J-E485
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja and Schuller, Bjorn W.. 2020. "Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition." 21st Annual Conference of the International Speech Communication Association: Cognitive Intelligence for Speech Processing (INTERSPEECH 2020). Shanghai, China 25 - 29 Oct 2020 France. https://doi.org/10.21437/Interspeech.2020-3190
Augmenting Generative Adversarial Networks for Speech Emotion Recognition
Latif, Siddique, Asim, Muhammad, Rana, Rajib, Khalifa, Sara, Jurdak, Raja and Schuller, Bjorn W.. 2020. "Augmenting Generative Adversarial Networks for Speech Emotion Recognition." 21st Annual Conference of the International Speech Communication Association: Cognitive Intelligence for Speech Processing (INTERSPEECH 2020). Shanghai, China 25 - 29 Oct 2020 France. https://doi.org/10.21437/Interspeech.2020-3194
High-fidelity audio generation and representation learning with guided adversarial autoencoder
Haque, Kazi Nazmul, Rana, Rajib and Schuller, Bjorn W.. 2020. "High-fidelity audio generation and representation learning with guided adversarial autoencoder." IEEE Access. 8, pp. 223509-223528. https://doi.org/10.1109/ACCESS.2020.3040797
An Exploratory Study of the Readiness of Public Healthcare Facilities in Developing Countries to Adopt Health Information Technology (HIT)/e-Health: the Case of Ghana
Yusif, Salifu, Hafeez-Baig, Abdul and Soar, Jeffrey. 2020. "An Exploratory Study of the Readiness of Public Healthcare Facilities in Developing Countries to Adopt Health Information Technology (HIT)/e-Health: the Case of Ghana." Journal of Healthcare Informatics Research. 4 (2), pp. 189-214. https://doi.org/10.1007/s41666-020-00070-8
A model for evaluating eHealth preparedness – a case study approach
Yusif, Salifu, Hafeez-Baig, Abdul and Soar, Jeffrey. 2020. "A model for evaluating eHealth preparedness – a case study approach." Transforming Government: People, Process and Policy. 14 (3), pp. 561-587. https://doi.org/10.1108/TG-07-2019-0069
A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection
Zhou, Xujuan, Li, Yuefeng, Gururajan, Raj, Bargshady, Ghazal, Tao, Xiaohui, Venkataraman, Revathi, Barua, Prabal D. and Kondalsamy-Chennakesavan, Srinivas. 2020. "A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection." 7th International Conference on Behavioural and Social Computing (BESC 2020). Bournemouth, United Kingdom 05 - 07 Nov 2020 United Kingdom. https://doi.org/10.1109/BESC51023.2020.9348322
Multi-scale convolutional neural network for accurate corneal segmentation in early detection of fungal keratitis
Mayya, Veena, Kamath S, Sowmya, Kulkarni, Uma, Hazarika, Manali, Barua, Prabal Datta and Acharya, U. Rajendra. 2021. "Multi-scale convolutional neural network for accurate corneal segmentation in early detection of fungal keratitis." Journal of Fungi. 7 (10). https://doi.org/10.3390/jof7100850
Gaborpdnet: Gabor transformation and deep neural network for parkinson’s disease detection using eeg signals
Loh, Hui Wen, Ooi, Chui Ping, Palmer, Elizabeth, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Baygin, Mehmet and Acharya, U. Rajendra. 2021. "Gaborpdnet: Gabor transformation and deep neural network for parkinson’s disease detection using eeg signals." Electronics. 10 (14). https://doi.org/10.3390/electronics10141740
Automated covid-19 and heart failure detection using dna pattern technique with cough sounds
Kobat, Mehmet Ali, Kivrak, Tarik, Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Tan, Ru-San, Ciaccio, Edward J. and Acharya, U. Rajendra. 2021. "Automated covid-19 and heart failure detection using dna pattern technique with cough sounds." Diagnostics. 11 (11). https://doi.org/10.3390/diagnostics11111962
A review on computer aided diagnosis of acute brain stroke
Inamdar, Mahesh Anil, Raghavendra, Udupi, Gudigar, Anjan, Chakole, Yashas, Hegde, Ajay, Menon, Girish R., Barua, Prabal, Palmer, Elizabeth Emma, Cheong, Kang Hao, Chan, Wai Yee, Ciaccio, Edward J. and Acharya, U. Rajendra. 2021. "A review on computer aided diagnosis of acute brain stroke." Sensors. 21 (24). https://doi.org/10.3390/s21248507
Recent trends in artificial intelligence-assisted coronary atherosclerotic plaque characterization
Gudigar, Anjan, Nayak, Sneha, Samanth, Jyothi, Raghavendra, U., Ashwal, A J, Barua, Prabal Datta, Hasan, Md Nazmul, Ciaccio, Edward J., Tan, Ru-San and Acharya, U. Rajendra. 2021. "Recent trends in artificial intelligence-assisted coronary atherosclerotic plaque characterization." International Journal of Environmental Research and Public Health. 18 (19). https://doi.org/10.3390/ijerph181910003
PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition
Dogan, Abdullah, Akay, Merve, Barua, Prabal Datta, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Dogru, Ali Hikmet and Acharya, U. Rajendra. 2021. "PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition." Computers in Biology and Medicine. 138. https://doi.org/10.1016/j.compbiomed.2021.104867
Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals
Baygin, Mehmet, Yaman, Orhan, Tuncer, Turker, Dogan, Sengul, Barua, Prabal Datta and Acharya, U. Rajendra. 2021. "Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals." Biomedical Signal Processing and Control. 70. https://doi.org/10.1016/j.bspc.2021.102936
Automated ASD detection using hybrid deep lightweight features extracted from EEG signals
Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Barua, Prabal Datta, Faust, Oliver, Arunkumar, N., Abdulhay, Enas W., Palmer, Elizabeth Emma and Acharya, U. Rajendra. 2021. "Automated ASD detection using hybrid deep lightweight features extracted from EEG signals." Computers in Biology and Medicine. 134. https://doi.org/10.1016/j.compbiomed.2021.104548
Automatic covid-19 detection using exemplar hybrid deep features with x-ray images
Barua, Prabal Datta, Muhammad Gowdh, Nadia Fareeda, Rahmat, Kartini, Ramli, Norlisah, Ng, Wei Lin, Chan, Wai Yee, Kuluozturk, Mutlu, Dogan, Sengul, Baygin, Mehmet, Yaman, Orhan, Tuncer, Turker, Wen, Tao, Cheong, Kang Hao and Acharya, U. Rajendra. 2021. "Automatic covid-19 detection using exemplar hybrid deep features with x-ray images." International Journal of Environmental Research and Public Health. 18 (15). https://doi.org/10.3390/ijerph18158052
Novel automated PD detection system using aspirin pattern with EEG signals
Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Baygin, Mehmet and Acharya, Rajendra. 2021. "Novel automated PD detection system using aspirin pattern with EEG signals." Computers in Biology and Medicine. 137. https://doi.org/10.1016/j.compbiomed.2021.104841
Multilevel deep feature generation framework for automated detection of retinal abnormalities using OCT images
Barua, Prabal Datta, Chan, Wai Yee Chan, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Ciaccio, Edward J., Islam, Nazrul, Cheong, Kang Hao, Shahid, Zakia Sultana and Acharya, Rajendra. 2021. "Multilevel deep feature generation framework for automated detection of retinal abnormalities using OCT images." Entropy: international and interdisciplinary journal of entropy and information studies. 23 (12). https://doi.org/10.3390/e23121651
Evaluating the performance of BSBL methodology for EEG source localization on a realistic head model
Saha, Sajib, Rana, Rajib, Nesterets, Yakov, Tahtali, Murat, de Hoog, Frank and Gureyev, Timur. 2017. "Evaluating the performance of BSBL methodology for EEG source localization on a realistic head model." International Journal of Imaging Systems and Technology. 27 (1), pp. 46-56. https://doi.org/10.1002/ima.22209
PLS-SEM path analysis to determine the predictive relevance of e-Health readiness assessment model
Yusif, Salifu, Hafeez-Baig, Abdul, Soar, Jeffrey and Ong Lai Teik, Derek. 2020. "PLS-SEM path analysis to determine the predictive relevance of e-Health readiness assessment model." Health And Technology. 10 (6), pp. 1497-1513. https://doi.org/10.1007/s12553-020-00484-9
The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space." Applied Soft Computing. 97 (Part A), pp. 1-14. https://doi.org/10.1016/j.asoc.2020.106805
Older People’s Needs and Opportunities for Assistive Technologies
Soar, Jeffrey, Yu, Lei and Al-Hakim, Latif. 2020. "Older People’s Needs and Opportunities for Assistive Technologies." Jmaiel, Mohamed, Mokhtari, Mounir, Abdulrazak, Bessam, Aloulou, Hamdi and Kallel, Slim (ed.) 18th International Conference on Smart Homes and Health Telematics (ICOST 2020). Hammamet, Tunisia 24 - 26 Jun 2020 Cham, Switzerland. https://doi.org/10.1007/978-3-030-51517-1_37
Federated Learning for Speech Emotion Recognition Applications
Latif, Siddique, Khalifa, Sara, Rana, Rajib and Jurdak, Raja. 2020. "Federated Learning for Speech Emotion Recognition Applications." 19th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2020). Sydney, Australia 21 - 24 Apr 2020 United States. https://doi.org/10.1109/IPSN48710.2020.00-16
Inclusion of Complementary Industry Knowledge in IT Service Management Curriculum – A Case Study
Ramakrishnan, Muralidharan, Shrestha, Anup and Soar, Jeffrey. 2020. "Inclusion of Complementary Industry Knowledge in IT Service Management Curriculum – A Case Study." 24th Pacific Asia Conference on Information Systems (PACIS 2020). Dubai, United Arab Emirates 20 - 24 Jun 2020 Atlanta, United States.
Ensemble neural network approach detecting pain intensity from facial expressions
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "Ensemble neural network approach detecting pain intensity from facial expressions." Artificial Intelligence in Medicine. 109, pp. 1-12. https://doi.org/10.1016/j.artmed.2020.101954
Application of zeolitic imidazolate frameworks (ZIF-8)/ionic liquid composites modified nano-carbon paste electrode as sensor for electroanalytical sensing of 1-hydroxypyrene
Li, Yuan, Li, Yutong, Wang, Yan, Ma, Guodong, Liu, Xinsheng, Li, Yonghong and Soar, Jeffrey. 2020. "Application of zeolitic imidazolate frameworks (ZIF-8)/ionic liquid composites modified nano-carbon paste electrode as sensor for electroanalytical sensing of 1-hydroxypyrene." Microchemical Journal. 159, pp. 1-7. https://doi.org/10.1016/j.microc.2020.105433
A survey on text classification and its applications
Zhou, Xujuan, Gururajan, Raj, Li, Yuefeng, Venkataraman, Revathi, Tao, Xiaohui, Bargshady, Ghazala, Barua, Prabal D. and Kondalsamy-Chennakesavan, Srinivas. 2020. "A survey on text classification and its applications." Web Intelligence. 18 (2), pp. 205-216. https://doi.org/10.3233/WEB-200442
Nitrogen-doped graphene-ionic liquid-glassy carbon microsphere paste electrode for ultra-sensitive determination of quercetin
Ji, Ying, Li, Yuan, Ren, Binbin, Liu, Xinsheng, Li, Yonghong and Soar, Jeffrey. 2020. "Nitrogen-doped graphene-ionic liquid-glassy carbon microsphere paste electrode for ultra-sensitive determination of quercetin." Microchemical Journal. 155, pp. 1-7. https://doi.org/10.1016/j.microc.2020.104689
Enhanced deep learning algorithm development to detect pain intensity from facial expression images
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffery, Whittaker, Frank and Wang, Hua. 2020. "Enhanced deep learning algorithm development to detect pain intensity from facial expression images." Expert Systems with Applications. 149, pp. 1-10. https://doi.org/10.1016/j.eswa.2020.113305
Direct modelling of speech emotion from raw speech
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja and Epps, Julien. 2019. "Direct modelling of speech emotion from raw speech." 20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language (INTERSPEECH 2019). Graz, Austria 15 - 19 Sep 2019 France. https://doi.org/10.21437/Interspeech.2019-3252
Editorial - special issue on informatics for ageing and aged-care
Soar, Jeffrey, Hume, Margee and Georgiou, Andrew. 2015. "Editorial - special issue on informatics for ageing and aged-care." Electronic Journal of Health Informatics. 9 (1), pp. 2-3.
Variational Autoencoders to Learn Latent Representations of Speech Emotion
Latif, Siddique, Rana, Rajib, Qadir, Junaid and Epps, Julien. 2018. "Variational Autoencoders to Learn Latent Representations of Speech Emotion." 19th Annual Conference of the International Speech Communication Association: Speech Research for Emerging Markets in Multilingual Societies (INTERSPEECH 2018). Hyderabad, India 02 - 06 Sep 2018 France. https://doi.org/10.21437/Interspeech.2018-1568
Transfer learning for improving speech emotion classification accuracy
Latif, Siddique, Rana, Rajib, Younis, Shahzad, Qadir, Junaid and Epps, Julien. 2018. "Transfer learning for improving speech emotion classification accuracy." 19th Annual Conference of the International Speech Communication Association: Speech Research for Emerging Markets in Multilingual Societies (INTERSPEECH 2018). Hyderabad, India 02 - 06 Sep 2018 France. https://doi.org/10.21437/Interspeech.2018-1625
IT service management knowledge ecosystem – literature review and a conceptual model
Ramakrishnan, Muralidharan, Shrestha, Anup, Cater-Steel, Aileen and Soar, Jeffrey. 2018. "IT service management knowledge ecosystem – literature review and a conceptual model." 29th Australasian Conference on Information Systems (ACIS 2018). Sydney, Australia 03 - 05 Dec 2018 Australia.
Change management and adoption of health information technology (HIT)/eHealth in public hospitals in Ghana: A qualitative study
Yusif, Salifu, Hafeez-Baig, Abdul and Soar, Jeffrey. 2022. "Change management and adoption of health information technology (HIT)/eHealth in public hospitals in Ghana: A qualitative study." Applied Computing and Informatics. 18 (3-4), pp. 279-289. https://doi.org/10.1016/j.aci.2019.11.007
Optimizing Urban Distribution Routes for Perishable Foods Considering Carbon Emission Reduction
Lin, Diansheng, Zhang, Zhiyong, Wang, Jiaxin, Yang, Liu, Shi, Yongqiang and Soar, Jeffrey. 2019. "Optimizing Urban Distribution Routes for Perishable Foods Considering Carbon Emission Reduction." Sustainability. 11 (16), pp. 1-22. https://doi.org/10.3390/su11164387
Comparison of subsidy schemes for reducing waiting time: special focus on smart home care for elderly people
Tao, Zhiwen, Zhang, Zhiyong, Wang, Xiaoli, Shi, Yongqiang and Soar, Jeffrey. 2019. "Comparison of subsidy schemes for reducing waiting time: special focus on smart home care for elderly people." Procedia CIRP. 83, pp. 716-721. https://doi.org/10.1016/j.procir.2019.04.102
Determination of factors influencing student engagement using a learning management system in a tertiary setting
Barua, Prabal Datta. 2020. Determination of factors influencing student engagement using a learning management system in a tertiary setting. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/Z9AS-4P42
Effective organisational change to achieve successful ITIL implementation: lessons learned from a multiple case study of large Australian firms
Blumberg, Malcolm, Cater-Steel, Aileen, Rajaeian, Mohammad Mehdi and Soar, Jeffrey. 2019. "Effective organisational change to achieve successful ITIL implementation: lessons learned from a multiple case study of large Australian firms." Journal of Enterprise Information Management. 32 (3), pp. 496-516. https://doi.org/10.1108/JEIM-06-2018-0117
Deep learning model for detection of pain intensity from facial expression
Soar, Jeffrey, Bargshady, Ghazal, Zhou, Xujuan and Whittaker, Frank. 2018. "Deep learning model for detection of pain intensity from facial expression." Mokhtari, Mounir, Abdulrazak, Bessam and Aloulou, Hamdi (ed.) 16th International Conference on Smart Homes and Health Telematics: Designing a Better Future: Urban Assisted Living (ICOST 2018). Singapore 10 - 12 Jul 2018 Cham, Switzerland. https://doi.org/10.1007/978-3-319-94523-1_22
A novel framework for distress detection through an automated speech processing system
Rana, Rajib, Gururajan, Raj, Mackenzie, Geraldine, Dunn, Jeff, Gray, Anthony, Zhou, Xujuan, Barua, Prabal Datta, Epps, Julien and Humphris, Gerald Michael. 2018. "A novel framework for distress detection through an automated speech processing system." 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018). Santiago, Chile 03 - 06 Dec 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/WI.2018.00-29
Determination of factors influencing student engagement using a learning management system in a tertiary setting
Barua, Prabal Datta, Zhou, Xujuan, Gururajan, Raj and Chan, Ka C.. 2018. "Determination of factors influencing student engagement using a learning management system in a tertiary setting." 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018). Santiago, Chile 03 - 06 Dec 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/WI.2018.00-30
Automated screening for distress: A perspective for the future
Rana, Rajib, Latif, Siddique, Gururajan, Raj, Gray, Anthony, Mackenzie, Geraldine, Humphris, Gerald and Dunn, Jeff. 2019. "Automated screening for distress: A perspective for the future." European Journal of Cancer Care. 28 (4). https://doi.org/10.1111/ecc.13033
A new nested ensemble technique for automated diagnosis of breast cancer
Abdar, Moloud, Zomorodi-Moghadam, Mariam, Zhou, Xujuan, Gururajan, Raj, Tao, Xiaohui, Barua, Prabal D. and Gururajan, Rashmi. 2020. "A new nested ensemble technique for automated diagnosis of breast cancer." Pattern Recognition Letters. https://doi.org/10.1016/j.patrec.2018.11.004
Phonocardiographic sensing using deep learning for abnormal heartbeat detection
Latif, Siddique, Usman, Muhammad, Rana, Rajib and Qadir, Junaid. 2018. "Phonocardiographic sensing using deep learning for abnormal heartbeat detection." IEEE Sensors Journal. 18 (22), pp. 9393-9400. https://doi.org/10.1109/JSEN.2018.2870759
A joint deep neural network model for pain recognition from face
Bargshady, Ghazal, Soar, Jeffrey, Zhou, Xujuan, Deo, Ravinesh, Whittaker, Frank and Wang, Hua. 2019. "A joint deep neural network model for pain recognition from face." 4th IEEE International Conference on Computer and Communication Systems (ICCCS 2019). Singapore 23 - 25 Feb 2019 Singapore. pp. 52-56 https://doi.org/10.1109/CCOMS.2019.8821779
Interpretation and reporting of process capability results: focus on improvement
Behari, Suren, Cater-Steel, Aileen, Shrestha, Anup and Soar, Jeffrey. 2018. "Interpretation and reporting of process capability results: focus on improvement." Stamelos, Ioannis, O’Connor, Rory v., Rout, Terry and Dorling, Alec (ed.) 18th International Conference on Software Process Improvement and Capability Determination (SPICE 2018). Thessaloniki, Greece 09 - 10 Oct 2018 Cham, Switzerland. https://doi.org/10.1007/978-3-030-00623-5_12
Cloud computing-enabled healthcare opportunities, issues, and applications: a systematic review
Ali, Omar, Shrestha, Anup, Soar, Jeffrey and Wamba, Samuel Fosso. 2018. "Cloud computing-enabled healthcare opportunities, issues, and applications: a systematic review." International Journal of Information Management. 43, pp. 146-158. https://doi.org/10.1016/j.ijinfomgt.2018.07.009
Perceived potential for value creation from cloud computing: a study of the Australian regional government sector
Ali, Omar, Soar, Jeffrey and Shrestha, Anup. 2018. "Perceived potential for value creation from cloud computing: a study of the Australian regional government sector." Behaviour and Information Technology. 37 (12), pp. 1157-1176. https://doi.org/10.1080/0144929X.2018.1488991
Kryptein: A Compressive-Sensing-Based Encryption Scheme for the Internet of Things
Xue, Wanli, Luo, Chengwen, Lan, Guohao, Rana, Rajib, Hu, Wen and Seneviratne, Aruna. 2017. "Kryptein: A Compressive-Sensing-Based Encryption Scheme for the Internet of Things." Zhang, Pei, Dutta, Prabal and Xing, Guoliang (ed.) 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2017). Pittsburgh, Pennsylvania, USA 18 - 21 Apr 2017 United States. https://doi.org/10.1145/3055031.3055079
Demo Abstract: CScrypt - A Compressive-Sensing-Based Encryption Engine for the Internet of Things
Xue, Wanli, Luo, Chengwen, Rana, Rajib, Hu, Wen and Seneviratne, Aruna. 2016. "Demo Abstract: CScrypt - A Compressive-Sensing-Based Encryption Engine for the Internet of Things." 14th ACM Conference on Embedded Network Sensor Systems (SenSys '16). Stanford, Calif, USA 14 - 16 Nov 2016 https://doi.org/10.1145/2994551.2996525
IEEE Access special section editorial: health informatics for the developing world
Qadir, Junaid, Mujeeb-U-Rahman, Muhammad, Rehmani, Mubashir Husain, Pathan, Al-Sakib Khan, Imran, Muhammad Ali, Hussain, Amir, Rana, Rajib and Luo, Bin. 2017. "IEEE Access special section editorial: health informatics for the developing world." IEEE Access. 5, pp. 27818-27823. https://doi.org/10.1109/ACCESS.2017.2783118
The perceived public value of social media in Queensland local Councils
Attiya, Ahmed Muyed, Cater-Steel, Aileen, Soar, Jeffrey and Abdulla, Shahab. 2017. "The perceived public value of social media in Queensland local Councils." Riemer, Kai, Indulska, Marta and Tuunainen, Virpi Kristiina (ed.) 28th Australasian Conference on Information Systems (ACIS 2017). Hobart, Australia 04 - 06 Dec 2017 Hobart, Australia.
Data mining in IoT: data analysis for a new paradigm on the Internet
Wlodarczak, Peter, Ally, Mustafa and Soar, Jeffrey. 2017. "Data mining in IoT: data analysis for a new paradigm on the Internet." 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017). Leipzig, Germany 23 - 26 Aug 2017 New York, United States. https://doi.org/10.1145/3106426.3115866
A Cross - layer Optimization of Video Transmission Based on Packet Loss Rate in 802.11e Wireless Networks
Zhou, Xujuan, Soar, Jeffrey, Gururajan, Raj, Wu, Zhangguang and Wu, Weimin. 2017. "A Cross - layer Optimization of Video Transmission Based on Packet Loss Rate in 802.11e Wireless Networks." 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017). Leipzig, Germany 23 - 26 Aug 2017 United States. https://doi.org/10.1145/3106426.3109445
EEG source localization using a sparsity prior based on Brodmann areas
Saha, Sajib, Nesterets, Yakov, Rana, Rajib, Tahtali, Murat, de Hoog, Frank and Gureyev, Timur. 2017. "EEG source localization using a sparsity prior based on Brodmann areas." International Journal of Imaging Systems and Technology. 27 (4), pp. 333-344. https://doi.org/10.1002/ima.22236
Mobile health in the Developing World: review of literature and lessons from a case study
Latif, Siddique, Rana, Rajib, Qadir, Junaid, Ali, Anwaar, Imran, Muhammad Ali and Younis, Muhammad Shahzad. 2017. "Mobile health in the Developing World: review of literature and lessons from a case study." IEEE Access. 5, pp. 11540-11556. https://doi.org/10.1109/ACCESS.2017.2710800
Level of policy for cloud computing adoption in Australian regional municipal governments: an exploratory study
Ali, Omar, Yong, Jianming, Soar, Jeffrey and McClymont, Hoda. 2015. "Level of policy for cloud computing adoption in Australian regional municipal governments: an exploratory study." Arabnia, Hamid R., Gravvanis, George A., Solo, Ashu M. G. and Tinetti, Fernando G. (ed.) 2015 International Conference on Grid & Cloud Computing and Applications (GCA'15). Las Vegas, United States 27 - 30 Jul 2015 United States.
Reinventing health, ageing and aged care through smart homes and intelligent technologies
Soar, Jeffrey. 2009. "Reinventing health, ageing and aged care through smart homes and intelligent technologies." COINFO 2009: 4th International Conference on Cooperation and Promotion of Information Resources in Science and Technology. Beijing, China 21 - 23 Nov 2009 United States. https://doi.org/10.1109/COINFO.2009.55
e-Health readiness assessment factors and measuring tools: a systematic review
Yusif, Salifu, Hafeez-Baig, Abdul and Soar, Jeffrey. 2017. "e-Health readiness assessment factors and measuring tools: a systematic review." International Journal of Medical Informatics. 107, pp. 56-64. https://doi.org/10.1016/j.ijmedinf.2017.08.006
Guiding Ebola patients to suitable health facilities: an SMS-based approach
Trad, Mohamad-Ali, Jurdak, Raja and Rana, Rajib. 2015. "Guiding Ebola patients to suitable health facilities: an SMS-based approach." F1000Research. 4 (43). https://doi.org/10.12688/f1000research.6105.1
Care provision expectations of remote adult children of ageing parents
Veil, Klaus D., Soar, Jeffrey and Su, Ying. 2013. "Care provision expectations of remote adult children of ageing parents." Schaper, Louise K. and Grain, Heather (ed.) Health Informatics Conference (HIC 2013): Digital Health Service Delivery: the Future is Now!. Adelaide, Australia 15 - 18 Jul 2013 Amsterdam, Netherlands. https://doi.org/10.3233/978-1-61499-266-0-121
Context-driven mood mining
Rana, Rajib. 2016. "Context-driven mood mining." 14th International Conference on Mobile Systems, Applications, and Services (MobiSys 2016). Singapore 25 - 30 Jun 2016 United States. https://doi.org/10.1145/2938559.2938601
Development of a culturally appropriate interactive multimedia self-paced educational health program for aboriginal health workers
El Sayed, Faeka, Soar, Jeffrey and Wang, Zoe. 2011. "Development of a culturally appropriate interactive multimedia self-paced educational health program for aboriginal health workers." Tsang, P., Wong, J., Tong, C., Yip, I., Tsang, J. and Wang, F. (ed.) 2011 Enhancing Healthcare Education, Research and Practice Symposium. Hong Kong, China 11 - 13 Jul 2011 Hong Kong.
Consumer managed home e-health for the next decade
Soar, Jeffrey, Ally, Mustafa and Su, Ying. 2011. "Consumer managed home e-health for the next decade." Rotchanakitumnuai, Siriluck and Kaewkitipong, Laddawan (ed.) 11th International Conference on Electronic Business: Borderless e-Business for the Next Decade (ICEB 2011). Bangkok, Thailand 28 Nov - 02 Dec 2011 Bangkok, China.
Enhancing healthcare in home and community settings through telecare and telehealth
Soar, Jeffrey. 2011. "Enhancing healthcare in home and community settings through telecare and telehealth." Tsang, P., Wong, J., Tong, C., Yip, I., Tsang, J. and Wang, F. (ed.) 2011 Enhancing Healthcare Education, Research and Practice Symposium. Hong Kong, China 11 - 13 Jul 2011 Hong Kong.
A high mobility multipurpose patient monitoring system for inter-building communication
Tsang, K. F., Tung, H. Y., Tsang, Philip and Soar, Jeffrey. 2011. "A high mobility multipurpose patient monitoring system for inter-building communication." Tsang, P., Wong, J., Tong, C., Yip, I., Tsang, J. and Wang, F. (ed.) 2011 Enhancing Healthcare Education, Research and Practice Symposium. Hong Kong, China 11 - 13 Jul 2011 Hong Kong.
Investigating leadership capability development of faith-based not-for-profit organisations providing aged and community care in Australia
Soar, Jeffrey, Sankaran, Shankar, Shaw, Kelly and Dick, Bob. 2012. "Investigating leadership capability development of faith-based not-for-profit organisations providing aged and community care in Australia." Volberda, Henk W. (ed.) 12th Annual Conference of the European Academy of Management (EURAM 2012). Rotterdam, Netherlands 06 - 08 Jun 2012 Rotterdam, Netherlands.
Measuring e-learning system success (Research in progress)
Alsabawy, Ahmed Younis, Cater-Steel, Aileen and Soar, Jeffrey. 2011. "Measuring e-learning system success (Research in progress)." Seddon, Peter and Gregor, Shirley (ed.) 15th Pacific Asia Conference on Information Systems (PACIS 2011): Quality Research in Pacific Asia. Brisbane, Australia 07 - 11 Jul 2011 Brisbane, Australia.
A measurement model to link process operational measures to risks associated with attainment of business critical success factors
Behari, Suren, Cater-Steel, Aileen, Shrestha, Anup and Soar, Jeffrey. 2016. "A measurement model to link process operational measures to risks associated with attainment of business critical success factors." 6th International Engaged Management Scholarship Conference (EMS 2016). Paris, France 08 - 11 Sep 2016
An organisational change approach to implementing IT service management
Blumberg, Malcolm, Cater-Steel, Aileen and Soar, Jeffrey. 2014. "An organisational change approach to implementing IT service management." Tan, Felix and Bunker, Deborah (ed.) 25th Australasian Conference on Information Systems (ACIS 2014). Auckland, New Zealand 08 - 10 Dec 2014 Auckland, New Zealand.
Improved media management through cloud computing technology
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. "Improved media management through cloud computing technology." 20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016). Nanchang, China 04 - 06 May 2016 United States. https://doi.org/10.1109/CSCWD.2016.7566004
Action research as metamethodology: managing the complexity of an applied research project
Dick, Bob, Sankaran, Shankar, Shaw, Kelly, Kelly, Jacqueline, Soar, Jeffrey, Davies, Alan and Banbury, Annie. 2014. "Action research as metamethodology: managing the complexity of an applied research project." Escriba-Esteve, A. (ed.) 14th Annual Conference of the European Academy of Management (EURAM 2014). Valencia, Spain 04 - 07 Jun 2014 Brussels, Belgium.
Data process and analysis technologies of big data
Wlodarczak, Peter, Ally, Mustafa and Soar, Jeffrey. 2016. "Data process and analysis technologies of big data." Yu, Shui, Lin, Xiaodong, Misic, Jelena and Shen, Xuemin (Sherman) (ed.) Networking for big data. Boca Raton, FL, United States. CRC Press. pp. 103-119
Cloud computing adoption in regional councils
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. Cloud computing adoption in regional councils. University of Southern Queensland.
Data science and big data analytics in financial services: a case study
Behari, Suren, Cater-Steel, Aileen and Soar, Jeffrey. 2016. "Data science and big data analytics in financial services: a case study." Al-Hakim, Latif, Wu, Xiaobo, Koronios, Andy and Shou, Yongyi (ed.) Handbook of research on driving competitive advantage through sustainable, lean, and disruptive innovation. Hershey, PA, united States. IGI Global. pp. 396-423
An investigation of anticipated benefits of cloud computing adoption in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2015. "An investigation of anticipated benefits of cloud computing adoption in Australian regional municipal governments." The Services Transactions on Cloud Computing. 3 (3), pp. 13-24.
Factors to be considered in Cloud computing adoption
Ali, Omar, Soar, Jeffrey, Yong, Jianming and Tao, Xiaohui. 2016. "Factors to be considered in Cloud computing adoption." Web Intelligence. 14 (4), pp. 309-323. https://doi.org/10.3233/WEB-160347
Gait velocity estimation using time-interleaved between consecutive passive IR sensor activations
Rana, Rajib, Austin, Daniel, Jacobs, Peter G., Karunanithi, Mohanraj and Kaye, Jeffrey. 2016. "Gait velocity estimation using time-interleaved between consecutive passive IR sensor activations." IEEE Sensors Journal. 16 (16), pp. 6351-6358. https://doi.org/10.1109/JSEN.2016.2577708
wHealth - transforming telehealth services
Rana, Rajib, Hume, Margee, Reilly, John and Soar, Jeffrey. 2016. "wHealth - transforming telehealth services." EAI Endorsed Transactions on Scalable Information Systems. 3 (8). https://doi.org/10.4108/eai.9-8-2016.151635
China’s e-commerce higher education: a 15 years review from international viewpoint
Wu, Mingxuan, Wang, Mingming, Soar, Jeffrey and Gide, Ergun. 2016. "China’s e-commerce higher education: a 15 years review from international viewpoint." Open Journal of Social Sciences. 4, pp. 155-164. https://doi.org/10.4236/jss.2016.410012.
Genome mining using machine learning techniques
Wlodarczak, Peter, Soar, Jeffrey and Ally, Mustafa. 2015. "Genome mining using machine learning techniques." Geissbuhler, Antoine, Demongeot, Jacques, Mokhtari, Mounir and Abdulrazak, Bessam (ed.) 13th International Conference on Smart Homes and Health Telematics: Inclusive Smart Cities and e-Health (ICOST 2015). Geneva, Switzerland 10 - 12 Jun 2015 Switzerland. https://doi.org/10.1007/978-3-319-19312-0_39
Application of e-government principles in anti-corruption framework
Neupane, Arjun, Soar, Jeffrey, Vaidya, Kishor and Aryal, Sunil. 2017. "Application of e-government principles in anti-corruption framework." Shakya, Rajesh Kumar (ed.) Digital governance and e-government principles applied to public procurement. Hershey, PA 17033, USA. IGI Global. pp. 58-76
Objective Analysis of Marker Bias in Higher Education
Chakraborty, Subrata, Zhou, Susan, Hafeez-Baig, Abdul, Gururajan, Raj, Paul, Manoranjan, Mandal, Anuradha, Chacko, Anila Elizabeth and Barua, Prabal D.. 2017. "Objective Analysis of Marker Bias in Higher Education." 5th IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE 2016). Bangkok, Thailand 07 - 09 Dec 2016 Piscataway, United States. https://doi.org/10.1109/TALE.2016.7851839
Determinants of perceived usefulness of e-learning systems
Alsabawy, Ahmed Younis, Cater-Steel, Aileen and Soar, Jeffrey. 2016. "Determinants of perceived usefulness of e-learning systems." Computers in Human Behavior. 64, pp. 843-858. https://doi.org/10.1016/j.chb.2016.07.065
Real-time classification via sparse representation in acoustic sensor networks
Wei, Bo, Yang, Mingrui, Shen, Yiran, Rana, Rajib, Chou, Chun Tung and Hu, Wen. 2013. "Real-time classification via sparse representation in acoustic sensor networks." 11th ACM Conference on Embedded Networked Sensor Systems (SenSys 2013). Rome, Italy 11 - 15 Nov 2013 United States. https://doi.org/10.1145/2517351.2517357
Older people, assistive technologies, and the barriers to adoption: a systematic review
Yusif, Salifu, Soar, Jeffrey and Hafeez-Baig, Abdul. 2016. "Older people, assistive technologies, and the barriers to adoption: a systematic review." International Journal of Medical Informatics. 94, pp. 112-116. https://doi.org/10.1016/j.ijmedinf.2016.07.004
Feasibility analysis of using humidex as an indoor thermal comfort predictor
Rana, Rajib, Kusy, Brano, Jurdak, Raja, Wall, Josh and Hu, Wen. 2013. "Feasibility analysis of using humidex as an indoor thermal comfort predictor." Energy and Buildings. 64, pp. 17-25. https://doi.org/10.1016/j.enbuild.2013.04.019
Ear-phone: a context-aware noise mapping using smart phones
Rana, Rajib, Chou, Chun Tung, Bulusu, Nirupama, Kanhere, Salil and Hu, Wen. 2015. "Ear-phone: a context-aware noise mapping using smart phones." Pervasive and Mobile Computing. 17 (Part A), pp. 1-22. https://doi.org/10.1016/j.pmcj.2014.02.001
Collaborative cloud computing adoption in Australian regional municipal government: an exploratory study
Ali, Omar, Soar, Jeffrey, Yong, Jianming, McClymont, Hoda and Angus, Daniel. 2015. "Collaborative cloud computing adoption in Australian regional municipal government: an exploratory study." Fortino, Giancarlo, Shen, Weiming, Barthès, Jean-Paul A., Luo, Junzhou, Li, Wenfeng, Ochoa, Sergio F., Abel, Marie-Hélène, Guerrieri, Antonio and Ramos, Milton Pires (ed.) 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2015). Calabria, Italy 06 - 08 May 2015 United States. https://doi.org/10.1109/CSCWD.2015.7231017
Reality mining in eHealth
Wlodarczak, Peter, Soar, Jeffrey and Ally, Mustafa. 2015. "Reality mining in eHealth." Yin, Xiaoxia, Ho, Kendall, Zeng, Daniel, Aickelin, Uwe, Zhou, Rui and Wang, Hua (ed.) 4th International Health Information Science Conference (HIS 2015). Melbourne, Australia 28 - 30 May 2015 Switzerland. https://doi.org/10.1007/978-3-319-19156-0_1
Opportunistic and context-aware affect sensing on smartphones: the concept, challenges and opportunities
Rana, Rajib, Hume, Margee, Reilly, John, Jurdak, Raja and Soar, Jeffrey. 2016. "Opportunistic and context-aware affect sensing on smartphones: the concept, challenges and opportunities." IEEE Pervasive Computing. 15 (2), pp. 60-69. https://doi.org/10.1109/MPRV.2016.36
An investigation of the challenges and issues influencing the adoption of cloud computing in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. "An investigation of the challenges and issues influencing the adoption of cloud computing in Australian regional municipal governments." Journal of Information Security and Applications. 27-28, pp. 19-34. https://doi.org/10.1016/j.jisa.2015.11.006
Anticipated benefits of cloud computing adoption in Australian regional municipal governments: an exploratory study
Ali, Omar, Soar, Jeffrey, McClymont, Hoda, Yong, Jianming and Biswas, Jit. 2015. "Anticipated benefits of cloud computing adoption in Australian regional municipal governments: an exploratory study." 19th Pacific Asia Conference on Information Systems (PACIS 2015). Singapore 05 - 09 Jul 2015
SimpleTrack: adaptive trajectory compression with deterministic projection matrix for mobile sensor networks
Rana, Rajib, Yang, Mingrui, Wark, Tim, Chou, Chun Tung and Hu, Wen. 2015. "SimpleTrack: adaptive trajectory compression with deterministic projection matrix for mobile sensor networks." IEEE Sensors Journal. 15 (1), pp. 365-373. https://doi.org/10.1109/JSEN.2014.2335210
A survey of Chinese SMEs on plans, experiences and perceptions of global e-business
Soar, Jeffrey, Suder, Gabriele and Wu, Robert. 2015. "A survey of Chinese SMEs on plans, experiences and perceptions of global e-business." Journal of Art Media and Technology. 1 (1), pp. 32-46.
The value of business strategy to the minerals mining sector of Australia – review and discussion of the literature
Chitate, H. and Soar, J.. 2015. "The value of business strategy to the minerals mining sector of Australia – review and discussion of the literature." Journal of Art Media and Technology. 1 (1), pp. 14-19.
Optimal sampling strategy enabling energy-neutral operations at rechargeable wireless sensor networks
Rana, Rajib, Hu, Wen and Chou, Chun Tung. 2015. "Optimal sampling strategy enabling energy-neutral operations at rechargeable wireless sensor networks." IEEE Sensors Journal. 15 (1), pp. 201-208. https://doi.org/10.1109/JSEN.2014.2337334
Exploratory study to investigate the factors influencing the adoption of cloud computing in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey, Yong, Jianming and McClymont, Hoda. 2015. "Exploratory study to investigate the factors influencing the adoption of cloud computing in Australian regional municipal governments." Journal of Art Media and Technology. 1 (1), pp. 1-13.
Nonuniform compressive sensing for heterogeneous wireless sensor networks
Shen, Yiran, Hu, Wen, Rana, Rajib and Chou, Chun Tung. 2013. "Nonuniform compressive sensing for heterogeneous wireless sensor networks." IEEE Sensors Journal. 13 (6), pp. 2120-2128. https://doi.org/10.1109/JSEN.2013.2248253
An investigation of the main factors to be considered in cloud computing adoption in Australian regional local councils
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2015. "An investigation of the main factors to be considered in cloud computing adoption in Australian regional local councils." Journal of Contemporary Issues in Business and Government. 21 (1), pp. 72-93. https://doi.org/10.7790/cibg.v21i1.23
Novel activity classification and occupancy estimation methods for intelligent HVAC (heating, ventilation and air conditioning) systems
Rana, Rajib, Kusy, Brano, Wall, Josh and Hu, Wen. 2015. "Novel activity classification and occupancy estimation methods for intelligent HVAC (heating, ventilation and air conditioning) systems." Energy. 93 (1), pp. 245-255. https://doi.org/10.1016/j.energy.2015.09.002
Value co-creation with stakeholders using action research as a meta-methodology in a funded research project
Dick, Bob, Sankaran, Shankar, Shaw, Kelly, Kelly, Jacqueline, Soar, Jeffrey, Davies, Alan and Banbury, Annie. 2015. "Value co-creation with stakeholders using action research as a meta-methodology in a funded research project." Project Management Journal. 46 (2), pp. 36-46. https://doi.org/10.1002/pmj.21483
Reducing corruption through e-procurement
Neupane, Arjun, Soar, Jeffrey, Vaidya, Krishor and Yong, Jianming. 2014. "Reducing corruption through e-procurement." 2013 Annual Statistical Report on United Nations Procurement - Supplement.
Human-centred ehealth: current opportunities, challenges and the way forward for China
Su, Ying, Talburt, John and Soar, Jeffrey. 2011. "Human-centred ehealth: current opportunities, challenges and the way forward for China." Novillo-Ortiz, David and Jadad, Alejandro R. (ed.) 8th eHealth High Level Conference: eHealth for Sustainable Healthcare: Global Changes Through Local Actions Global People-centred eHealth Innovation Forum. Barcelona, Spain 15 - 18 Mar 2010 London, United Kingdom.
What the future holds for social media data analysis
Wlodarczak, P., Soar, J. and Ally, M.. 2015. "What the future holds for social media data analysis." International Journal of Computer, Information, Systems and Control Engineering. 9 (1), pp. 16-19.
Impact of Cloud computing technology on e-government
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2014. "Impact of Cloud computing technology on e-government." Dregvaite, Giedre and Damasevicius, Robertas (ed.) 20th International Conference on Information and Software Technologies (ICIST 2014). Druskininkai, Lithuania 09 - 10 Oct 2014 Heidelberg, Germany. https://doi.org/10.1007/978-3-319-11958-8_22
Challenges and issues within Cloud computing technology
Ali, Omar and Soar, Jeffrey. 2014. "Challenges and issues within Cloud computing technology." Zimmermann, Wolf, Lee, Yong Woo and Reich, Christoph (ed.) 5th International Conference on Cloud Computing, GRIDs, and Virtualization (IARIA 2014). Venice, Italy 25 - 29 May 2014 Wilmington, DE. United States. https://doi.org/10.13140/2.1.3210.3369
Preparedness for e-health in developing countries: the case of Ghana
Yusif, Salifu and Soar, Jeffrey. 2014. "Preparedness for e-health in developing countries: the case of Ghana." Journal of Health Informatics in Developing Countries. 8 (2), pp. 18-36.
Concerns of ageing and interest in assistive technologies: convenience sampling of attendees at an aged care technology exhibition in China
Soar, Jeffrey and Su, Ying. 2014. "Concerns of ageing and interest in assistive technologies: convenience sampling of attendees at an aged care technology exhibition in China." Liu, Kecheng, Gulliver, Stephen R., Li, Weizi and Yu, Changrui (ed.) 15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations (ICISO 2014): Service Science and Knowledge Innovation. Shanghai, China 23 - 24 May 2014 New York, NY. United States. https://doi.org/10.1007/978-3-642-55355-4_43
Uptake of telehealth services funded by Medicare in Australia
Wade, Victoria, Soar, Jeffrey and Gray, Len. 2014. "Uptake of telehealth services funded by Medicare in Australia." Australian Health Review. 38 (5), pp. 528-532. https://doi.org/10.1071/AH14090
Willingness to adopt e-procurement to reduce corruption: results of the PLS path modeling
Neupane, Arjun, Soar, Jeffrey, Vaidya, Kishor and Yong, Jianming. 2014. "Willingness to adopt e-procurement to reduce corruption: results of the PLS path modeling." Transforming Government: People, Process and Policy. 8 (4), pp. 500-520. https://doi.org/10.1108/TG-03-2014-0007
The potential for ICT tools to promote public participation in fighting corruption
Neupane, Arjun, Soar, Jeffrey, Vaidya, Kishor and Aryal, Sunil. 2014. "The potential for ICT tools to promote public participation in fighting corruption." Akrivopoulou, Christina M. and Garipidis, N. (ed.) Human rights and the impact of ICT in the public sphere: participation, democracy, and political autonomy. Hershey, PA. United States. IGI Global. pp. 175-191
Aged care informatics: exploring the role of information, knowledge and aged care management
Hume, Margee, Soar, Jeffrey, Whitty, S. Jonathan, Hume, Craig, El Sayed, Faeka and Johnston, Paul. 2014. "Aged care informatics: exploring the role of information, knowledge and aged care management." International Journal of Enterprise Information Systems. 10 (2), pp. 1-20. https://doi.org/10.4018/ijeis.2014040101
Access control management for e-healthcare in cloud environment
Sun, Lili, Yong, Jianming and Soar, Jeffrey. 2014. "Access control management for e-healthcare in cloud environment." EAI Endorsed Transactions on Scalable Information Systems. 1 (2), pp. 1-11. https://doi.org/10.4108/sis.1.2.e3
An empirical evaluation of the potential of public e-procurement to reduce corruption
Neupane, Arjun, Soar, Jeffrey and Vaidya, Kishor. 2014. "An empirical evaluation of the potential of public e-procurement to reduce corruption." Australasian Journal of Information Systems. 18 (2), pp. 21-44.
SIMS: Self-adaptive Intelligent Monitoring System for supporting home-based heart failure patients
Wang, Hua, Zhang, Ji, Soar, Jeffrey, Tao, Xiaohui and Huang, Wei. 2013. "SIMS: Self-adaptive Intelligent Monitoring System for supporting home-based heart failure patients." Biswas, Jit, Kobayashi, Hisato, Wong, Lawrence, Abdulrazak, Bessam and Mokhtari, Mounir (ed.) 11th International Conference on Smart Homes and Health Telematics (ICOST 2013): Inclusive Society: Health and Wellbeing in Ageing-Friendly Community: eHealth, Telemedicine, Chronic Disease Management and Care at Home. Singapore 19 - 21 Jun 2013 Heidelberg, Germany. Springer. https://doi.org/10.1007/978-3-642-39470-6_43
Lean thinking in dementia care through smart assistive technology: an evaluation
Yuginovich, Trudy and Soar, Jeffrey. 2014. "Lean thinking in dementia care through smart assistive technology: an evaluation." Wickramasinghe, N., Al-Hakim, L., Gonzalez, C. and Tan, J. (ed.) Lean thinking for healthcare. New York, NY. United States. Springer. pp. 143-167
Adapted lean thinking for healthcare services: an empirical study in the traditional Chinese hospital
Su, Ying, Soar, Jeffrey, Shen, Ningqiao and Al-Hakim, Latif. 2014. "Adapted lean thinking for healthcare services: an empirical study in the traditional Chinese hospital." Wickramasinghe, N., Al-Hakim, L., Gonzalez, C. and Tan, J. (ed.) Lean thinking for healthcare. New York, NY. United States. Springer. pp. 115-142
Anti-corruption capabilities of public e-procurement technologies: principal-agent theory
Neupane, Arjun, Soar, Jeffrey and Vaidya, Kishor. 2014. "Anti-corruption capabilities of public e-procurement technologies: principal-agent theory." Bwalya, Kelvin Joseph (ed.) Technology development and platform enhancements for successful global e-government design. Hershey, PA. United States. IGI Global. pp. 185-203
Aging issues and policies in Australia
Soar, Jeffrey. 2013. "Aging issues and policies in Australia." Li, Yushi (ed.) Global aging issues and policies: understanding the importance of comprehending and studying the aging process. Springfield, IL. United States. Charles C. Thomas Publisher Ltd. pp. 295-311
A technology acceptance model for e-health services for the elderly population in China
Peng, Qiao, Hong, Su and Soar, Jeffrey. 2013. "A technology acceptance model for e-health services for the elderly population in China." Zhang, Zhenji, Zhang, Runtong and Zhang, Juliang (ed.) 2nd International Conference on Logistics, Informatics and Service Science (LISS 2012): New Challenges of Management Sciences under Low-Carbon Economy. Beijing, China 12 - 15 Jul 2012 Berlin, Germany. https://doi.org/10.1007/978-3-642-32054-5
E-learning service delivery quality: a determinant of user satisfaction
Alsabawy, Ahmed Younis, Cater-Steel, Aileen and Soar, Jeffrey. 2013. "E-learning service delivery quality: a determinant of user satisfaction." Kats, Yefim (ed.) Learning management systems and instructional design: best practices in online education. Hershey, PA. United States. IGI Global. pp. 89-127
Assistive technology: ready, steady, go
Soar, Jeffrey. 2013. "Assistive technology: ready, steady, go." Australian Journal of Dementia Care. 2 (1), pp. 22-23.
Sustainability of health information systems in developing countries: the case of Fiji
Soar, Jeffrey, Gow, Jeff and Caniogo, Vili. 2012. "Sustainability of health information systems in developing countries: the case of Fiji." Health Information Management Journal. 41 (3), pp. 13-19. https://doi.org/10.1177/183335831204100302
Utilizing interactive multimedia for the empowerment of aboriginal health workers
El Sayed, Faeka, Soar, Jeffrey and Wang, Zoe. 2012. "Utilizing interactive multimedia for the empowerment of aboriginal health workers." Su, Ying (ed.) 7th International Conference on Cooperation and Promotion of Information Resources in Science and Technology (COINFO 2012): Information Sharing in the Cloud. Nanjing, China 23 - 25 Nov 2012 Beijing, China.
Impact analysis of smart assistive technologies for people with dementia
Yuginovich, Trudy, Soar, Jeffrey and Su, Ying. 2012. "Impact analysis of smart assistive technologies for people with dementia." Su, Ying (ed.) 7th International Conference on Cooperation and Promotion of Information Resources in Science and Technology (COINFO 2012): Information Sharing in the Cloud. Nanjing, China 23 - 25 Nov 2012 Beijing, China.
A model for security and privacy in e-health
Wang, Peishun and Soar, Jeffrey. 2012. "A model for security and privacy in e-health." Su, Ying (ed.) 7th International Conference on Cooperation and Promotion of Information Resources in Science and Technology (COINFO 2012): Information Sharing in the Cloud. Nanjing, China 23 - 25 Nov 2012 Irvine, CA. United States.
Key factors for the development of a culturally appropriate interactive multimedia informative program for aboriginal health workers
El Sayed, Faeka, Soar, Jeffrey and Wang, Zoe. 2012. "Key factors for the development of a culturally appropriate interactive multimedia informative program for aboriginal health workers." The Australian Journal of Indigenous Education. 41 (2), pp. 162-172. https://doi.org/10.1017/jie.2012.19
IT infrastructure and its role in the success of e-learning systems: measurement and causal models
Alsabawy, Ahmed Younis, Cater-Steel, Aileen and Soar, Jeffrey. 2012. "IT infrastructure and its role in the success of e-learning systems: measurement and causal models." Fonseca, Benjamin (ed.) 18th Conference of the European University Information Systems: A 360 Degree Perspective on IT/IS in Higher Education (EUNIS 2012). Vila Real, Portugal 20 - 22 Jun 2012 Vila Real, Portugal.
IT infrastructure services as a requirement for e-learning system success
Alsabawy, Ahmed Younis, Cater-Steel, Aileen and Soar, Jeffrey. 2013. "IT infrastructure services as a requirement for e-learning system success." Computers and Education. 69, pp. 431-451. https://doi.org/10.1016/j.compedu.2013.07.035
The effect of service delivery quality on customer value of e-learning systems
Alsabawy, Ahmed Younis, Cater-Steel, Aileen and Soar, Jeffrey. 2012. "The effect of service delivery quality on customer value of e-learning systems." Rocha, Alvaro, Calvo-Manzano, Jose, Reis, Luis Paulo and Cota, Manuel Perez (ed.) 7th Iberian Conference on Information Systems and Technologies (CISTI 2012). Madrid, Spain 20 - 23 Jun 2012 Portugal.
Purpose based access control for privacy protection in e-healthcare services
Sun, Lili, Wang, Hua, Soar, Jeffrey and Rong, Chunming. 2012. "Purpose based access control for privacy protection in e-healthcare services." Journal of Software. 7 (11), pp. 2443-2449. https://doi.org/10.4304/jsw.7.11.2443-2449
Consumer-centred ehealth: challenges and opportunities for China
Su, Ying, Soar, Jeffrey, Talburt, John and Jadad, Alejandro R.. 2012. "Consumer-centred ehealth: challenges and opportunities for China." Advanced Science Letters. 7, pp. 257-260. https://doi.org/10.1166/asl.2012.2073
Identifying the determinants of e-learning service delivery quality
Alsabawy, Ahmed Younis, Cater-Steel, Aileen and Soar, Jeffrey. 2012. "Identifying the determinants of e-learning service delivery quality." Lamp, John (ed.) 23rd Australasian Conference on Information Systems (ACIS 2012). Geelong, Australia 03 - 05 Dec 2012 Geelong, Australia.
Impact analysis of assessment, consultation and education services to support the adoption of smart home technologies, innovations for chronic disease prevention and solutions for independent living
Barrientos, James, Soar, Jeffrey and Su, Ying. 2012. "Impact analysis of assessment, consultation and education services to support the adoption of smart home technologies, innovations for chronic disease prevention and solutions for independent living." Donnelly, Mark, Nugent, Chris, Paggetti, Cristiano and Mokhtari, Mounir (ed.) 10th International Conference on Smart Homes and Health Telematics: Impact Analysis of Solutions for Chronic Disease Prevention and Management (ICOST 2012). Artimino, Italy 12 - 15 Jun 2012 Berlin, Germany. Springer. https://doi.org/10.1007/978-3-642-30779-9_3
Evaluating the anti-corruption capabilities of public e-procurement in a developing country
Neupane, Arjun, Soar, Jeffrey and Vaidya, Kishor. 2012. "Evaluating the anti-corruption capabilities of public e-procurement in a developing country." The Electronic Journal of Information Systems in Developing Countries. 55 (2), pp. 1-17.
The potential of e-procurement technology for reducing corruption
Neupane, Arjun, Soar, Jeffrey and Vaidya, Kishor. 2012. "The potential of e-procurement technology for reducing corruption." International Journal of Information Technology and Management. 11 (4), pp. 273-287. https://doi.org/10.1504/IJITM.2012.049997
Role of public e-procurement technology to reduce corruption in government procurement
Neupane, Arjun, Soar, Jeffrey, Vaidya, Kishor and Yong, Jianming. 2012. "Role of public e-procurement technology to reduce corruption in government procurement." 5th International Public Procurement Conference (IPPC5). Seattle, United States 17 - 19 Aug 2012 United States.
Perceived benefits related to anti-corruption from e-tendering system in Nepal
Neupane, Arjun, Soar, Jeffrey and Vaidya, Kishor. 2012. "Perceived benefits related to anti-corruption from e-tendering system in Nepal." Asian Journal of Information Technology. 11 (1), pp. 22-29. https://doi.org/10.3923/ajit.2012.22.29
Queensland Smart Home initiatives homecare telemedicine
Croll, Peter and Soar, Jeffrey. 2007. "Queensland Smart Home initiatives homecare telemedicine." 3rd National Conference of the Telemedicine Society of India. Chennai, India 02 - 03 Nov 2007
Ageing, chronic disease, technology and smart homes: an Australian perspective
Soar, Jeffrey. 2011. "Ageing, chronic disease, technology and smart homes: an Australian perspective." Clinical technologies: concepts, methodologies, tools and applications. Hershey, PA. United States. IGI Global. pp. 1539-1553
Development of an interactive multimedia health informatics CD-ROM for aboriginal health workers. Case study: tuberculosis (TB)
El Sayed, Faeka, Soar, Jeffrey and Wang, Zoe. 2011. "Development of an interactive multimedia health informatics CD-ROM for aboriginal health workers. Case study: tuberculosis (TB)." Aboriginal and Islander Health Worker Journal. 35 (6), pp. 17-26.
Assimilation of inter-organizational information systems: insights from change resistance theory in context of public electronic procurement
Vaidya, Kishor, Campbell, John, Soar, Jeffrey and Gardner, Scott. 2011. "Assimilation of inter-organizational information systems: insights from change resistance theory in context of public electronic procurement." Vaidya, Kishor (ed.) Inter-organizational information systems and business management: theories for researchers. Hershey, PA. United States. IGI Global. pp. 18-32
A novel image compressive sensing method based on complex measurements
Ramesh Kumar, Nandini, Xiang, Wei and Soar, Jeffrey. 2011. "A novel image compressive sensing method based on complex measurements." 2011 International Conference on Digital Image Computing: Techniques and Application (DICTA 2011). Noosa, Australia 06 - 08 Dec 2011 Los Alamitos, CA. United States. https://doi.org/10.1109/DICTA.2011.36
A model to measure e-learning systems success
Alsabawy, Ahmed Younis, Cater-Steel, Aileen and Soar, Jeffrey. 2012. "A model to measure e-learning systems success." Belkhamza, Zakariya and Wafa, Syed Azizi (ed.) Measuring organizational information systems success: new technologies and practices. Hershey, PA, USA. IGI Global. pp. 293-317
Leadership of not-for-profit organizations in the aged and community care sector in Australia
Sankaran, Shankar, Cartwright, Colleen, Kelly, Jacqueline, Shaw, Kelly and Soar, Jeffrey. 2010. "Leadership of not-for-profit organizations in the aged and community care sector in Australia." 54th Annual Meeting of the ISSS. Waterloo, Canada 18 - 23 Jul 2010 Hull, UK.
Insights into intelligent parking technology adoption
Bilodeau, Victor, Cater-Steel, Aileen and Soar, Jeffrey. 2011. "Insights into intelligent parking technology adoption." Su, Ying and Al-Hakim, Latif (ed.) COINFO 2011: 6th International Conference on Cooperation and Promotion of Information Resources in Science and Technology: Coordinative Innovation and Open Sharing. Hangzhou, China 12 - 14 Nov 2011 Irvine, CA, United States.
A model for regional innovation and information sharing to reduce falls amongst the elderly through intelligent technologies
Soar, Jeffrey, Wang, Hua and Su, Ying. 2011. "A model for regional innovation and information sharing to reduce falls amongst the elderly through intelligent technologies." Su, Ying and Al-Hakim, Latif (ed.) COINFO 2011: 6th International Conference on Cooperation and Promotion of Information Resources in Science and Technology: Coordinative Innovation and Open Sharing. Hangzhou, China 12 - 14 Nov 2011 Irvine, CA, United States.
Methods to evaluate health information systems
Yu, Ping, Yu, Hui and Soar, Jeffrey. 2011. "Methods to evaluate health information systems." Journal of Medical Informatics. 32 (2), pp. 15-21.
Building an information quality lab on e-health in the rural areas for healthcare education
Su, Ying and Soar, Jeffrey. 2010. "Building an information quality lab on e-health in the rural areas for healthcare education." Tan, Honghua (ed.) EDT 2010: International Conference on E-Health Networking, Digital Ecosystems and Technologies. Shenzhen, China 17 - 18 Apr 2010 Piscataway, NJ. United States. https://doi.org/10.1109/EDT.2010.5496355
A case study of an ambient living and wellness management health care model in Australia
Soar, Jeffrey, Livingstone, Anne and Wang, Szu-Yao. 2009. "A case study of an ambient living and wellness management health care model in Australia." ICOST 2009: 7th International Conference on Smart Homes and Health Telematics: Ambient Assistive Health and Wellness Management in the Heart of the City. Tours, France 01 - 03 Jul 2009 Germany. Springer. https://doi.org/10.1007/978-3-642-02868-7_7
Assistive technologies for the frail elderly, chronic illness sufferers and people with disabilities - a case study of the development of a Smart Home
Soar, Jeffrey and Croll, Peter. 2007. "Assistive technologies for the frail elderly, chronic illness sufferers and people with disabilities - a case study of the development of a Smart Home." Toleman, Mark, Cater-Steel, Aileen and Roberts, Dave (ed.) 18th Australasian Conference on Information Systems (ACIS 2007). Toowoomba, Australia 05 - 07 Dec 2007 Toowoomba, Australia.
Nurses' confidence and experience in using information technology
Eley, Robert, Fallon, Tony, Soar, Jeffrey, Buikstra, Elizabeth and Hegney, Desley. 2008. "Nurses' confidence and experience in using information technology." Australian Journal of Advanced Nursing. 25 (3), pp. 23-35.
Aged-care - privacy and security of the Smart Home
Soar, Jeffrey. 2006. "Aged-care - privacy and security of the Smart Home." Croll, Peter (ed.) e-PASS, National e-Health Privacy and Security Symposium. Brisbane, Australia 24 - 26 Oct 2006 Brisbane, Australia.
Supporting indigenous sexual and reproductive health via the internet
Soar, Jeffrey and Yuginovich, Trudy. 2006. "Supporting indigenous sexual and reproductive health via the internet." IPSI Bgd Transactions on Advanced Research. 2 (2), pp. 10-14.
IT without tears
Soar, Jeffrey. 2007. "IT without tears." National Healthcare Journal.
Australian nurses access and attitudes to information technology - a national survey
Hegney, Desley, Eley, Robert, Buikstra, Elizabeth, Fallon, Anthony Bruce, Soar, Jeffrey and Gilmore, Victoria. 2006. "Australian nurses access and attitudes to information technology - a national survey." Park, H.-A., Murray, P. and Delaney, C. (ed.) 9th International Congress on Nursing Informatics (NI2006). Seoul, Korea 11 - 14 Jun 2006 Amsterdam, Netherlands.
Implementing e-procurement initiatives: impact of organisational learning across the public sector
Soar, Jeffrey, Vaidya, Kishor, Riquelme, Hernan and Gao, Junbin. 2004. "Implementing e-procurement initiatives: impact of organisational learning across the public sector." 5th International Conference of the Continuous Innovation Network (CINet). Sydney, Australia 22 - 25 Sep 2004 Sydney.
An analysis of the major issues for successful information technology transfer in Arab countries
Al-Mabrouk, Khalid and Soar, Jeffrey. 2009. "An analysis of the major issues for successful information technology transfer in Arab countries." Journal of Enterprise Information Management. 22 (5), pp. 504-522. https://doi.org/10.1108/17410390910993518
Assistive technology: opportunities and implications
Horner, Barbara, Soar, Jeffrey and Koch, Bill. 2009. "Assistive technology: opportunities and implications." Nay, Rhonda and Garrett, Sally (ed.) Older people: issues and innovations in care, 3rd ed.. Sydney, Australia. Elsevier. pp. 391-412
Cultural matter in the development of an interactive multimedia self-paced educational health program for aboriginal health workers
El Sayed, Faeka, Soar, Jeffrey and Wang, Zoe. 2011. "Cultural matter in the development of an interactive multimedia self-paced educational health program for aboriginal health workers." Aboriginal and Islander Health Worker Journal. 35 (4), pp. 12-18.
Integration of VSAT with WiMAX technology for E-health in Chinese rural areas
Su, Ying and Soar, Jeffrey. 2010. "Integration of VSAT with WiMAX technology for E-health in Chinese rural areas." Luo, Qi and Chao-Lin, Kuo (ed.) 3CA 2010: International Symposium on Computer, Communication, Control and Automation. Tainan, Taiwan 05 - 07 May 2010 Piscataway, NJ. United States. https://doi.org/10.1109/3CA.2010.5533764
The status of training and education in information and communication technology of Chinese nurses: a hospital survey
Su, Ying and Soar, Jeffrey. 2010. "The status of training and education in information and communication technology of Chinese nurses: a hospital survey." Chen, Jian (ed.) ICSSSM 2010: 7th International Conference on Service Systems and Service Management. Tokyo, Japan 28 - 30 Jun 2010 Tokyo, Japan. https://doi.org/10.1109/ICSSSM.2010.5530182
Changing ICT for client/patient management and clinical information in residential and community aged care services in regional Australia: structured interviews with service managers
Soar, Jeffrey and Eley, Rob. 2010. "Changing ICT for client/patient management and clinical information in residential and community aged care services in regional Australia: structured interviews with service managers." Lee, Yeunsook, Bien, Z. Zenn, Mokhtari, Mounir, Kim, Jeong Tai, Park, Mignon, Kim, Jongbae, Lee, Heyoung and Khalil Ibrahim, Ismail (ed.) ICOST 2010: 8th International Conference on Smart Homes and Health Telematics: Aging Friendly Technology for Health and Independence. Seoul, South Korea 22 - 24 Jun 2010 Berlin / Heidelberg, Germany. Springer. https://doi.org/10.1007/978-3-642-13778-5_14
Internet access in selected aged care services in rural and regional Queensland
Soar, Jeffrey. 2010. "Internet access in selected aged care services in rural and regional Queensland." Hansen, D. P., Schaper, L. K. and Rowlands, D. (ed.) 18th Annual Health Informatics Conference: Informing the Business of Healthcare (HIC 2010). Melbourne, Australia 24 - 26 Aug 2010 Melbourne, Australia.
A Delphi study on issues for successful information technology transfer in the Arab world
Al-Mabrouk, Khalid and Soar, Jeffrey. 2009. "A Delphi study on issues for successful information technology transfer in the Arab world." The International Arab Journal of Information Technology. 6 (1), pp. 7-16.
Human interface considerations for ambient assisted living systems
Soar, Jeffrey and Symonds, Judith. 2010. "Human interface considerations for ambient assisted living systems." Electronic Journal of Health Informatics. 5 (2), pp. 1-7.
Developing a self-paced continuing training program for indigenous health workers - learning approach
El Sayed, Faeka, Soar, Jeffrey and Wang, Zoe. 2010. "Developing a self-paced continuing training program for indigenous health workers - learning approach." Aboriginal and Islander Health Worker Journal. 34 (4), pp. 28-31.
Ageing, chronic disease, technology and smart homes: an Australian perspective
Soar, Jeffrey. 2011. "Ageing, chronic disease, technology and smart homes: an Australian perspective." Soar, Jeffrey, Swindell, Rick and Tsang, Philip (ed.) Intelligent technologies for bridging the grey digital divide. Hershey, PA, United States. IGI Global. pp. 15-29
A Delphi examination of emerging issues for successful information technology transfer in North Africa a case of Libya
Al-Mabrouk, Khalid and Soar, Jeffrey. 2009. "A Delphi examination of emerging issues for successful information technology transfer in North Africa a case of Libya." African Journal of Business Management. 3 (3), pp. 107-114.
The potential of information and communication technologies to support ageing and independent living
Soar, Jeffrey. 2010. "The potential of information and communication technologies to support ageing and independent living." Annals of Telecommunications. 65 (9-10), pp. 479-483. https://doi.org/10.1007/s12243-010-0167-1
The influence of B2B e-commerce on SMEs' performance and efficiency: a review of the literature
Al-Bakri, Anas, Cater-Steel, Aileen and Soar, Jeffrey. 2010. "The influence of B2B e-commerce on SMEs' performance and efficiency: a review of the literature." International Journal of Liability and Scientific Enquiry. 3 (3), pp. 213-224. https://doi.org/10.1504/IJLSE.2010.033356
Information for guided chronic disease self-management in community settings
Soar, Jeffrey and Wang, Szu-Yao. 2009. "Information for guided chronic disease self-management in community settings." Sintchenko, Vitali and Croll, Peter (ed.) Health Informatics Conference (HIC 2009): Frontiers of Health Informatics - Redefining Healthcare. Canberra, Australia 19 - 21 Aug 2009 Melbourne, Australia.
A user centred approach to the analysis and design of a prototype electronic aged care resident information management system
Yu, P. and Soar, Jeffrey. 2003. "A user centred approach to the analysis and design of a prototype electronic aged care resident information management system." Coiera, Enrico, Chu, Stephen and Simpson, Carmel (ed.) Health Informatics Conference 2003 (HIC 2003). Darling Harbour, Australia Aug 2003 Brunswick East, Australia.
The current status of health informatics higher education in China
Wu, M. X., Yu, P. and Soar, Jeffrey. 2003. "The current status of health informatics higher education in China." Health Informatics Journal. 9 (4), pp. 211-223.
Developing China's health informatics program through integrating the developed country's experience
Wu, M. X., Yu, P. and Soar, Jeffrey. 2003. "Developing China's health informatics program through integrating the developed country's experience." 2nd Symposium of the Asian Medical Education Association: Asian Medical Education in the 21st Century. Shanghai, China 02 - 04 Nov 2003 Shanghai, China.
Information management and communication technology for conflict prevention and peace
Soar, Jeffrey. 2008. "Information management and communication technology for conflict prevention and peace." Suder, Gabriele (ed.) International business under adversity - a role in corporate responsibility, conflict prevention and peace. USA. Edward Elgar Publishing. pp. 73-92
Brainmatics: can hand-held technologies ameliorate the early onset of dementia? - a model for a longitudinal investigation of prediagnosed but potentially susceptible dementia suffers
Livingstone, Anne, Soar, Jeffrey, Mula, Joseph M. and Wang, Szu-Yao. 2009. "Brainmatics: can hand-held technologies ameliorate the early onset of dementia? - a model for a longitudinal investigation of prediagnosed but potentially susceptible dementia suffers." 19th IAGG World Congress of Gerontology and Geriatrics. Paris, France 05 - 09 Jul 2009
Building a framework for understanding and improving information technology transfer process in the Arab countries
Al-Mabrouk, Khalid and Soar, Jeffrey. 2008. "Building a framework for understanding and improving information technology transfer process in the Arab countries." Soliman, Khalid (ed.) 9th IBIMA Conference: Information Management in Modern Organisations - Trends & Challenges. Marrakesh, Morocco 04 - 06 Jan 2008 Istanbul, Turkey.
Issues for successful IT transfer in the Arab world: a multiple stakeholder perspective
Al-Mabrouk, Khalid and Soar, Jeffrey. 2008. "Issues for successful IT transfer in the Arab world: a multiple stakeholder perspective." Soliman, Khalid (ed.) 9th IBIMA Conference: Information Management in Modern Organisations - Trends & Challenges. Marrakesh, Morocco 04 - 06 Jan 2008 Marrakech, Morocco.
Information management in healthcare all gaps and opportunities
Soar, Jeffrey. 2008. "Information management in healthcare all gaps and opportunities." Soliman, Khalid (ed.) 9th IBIMA Conference: Information Management in Modern Organisations - Trends & Challenges. Marrakesh, Morocco 04 - 06 Jan 2008
Hospital avoidance through to Smart Home environments – evaluation of two Australian projects
Soar, Jeffrey. 2007. "Hospital avoidance through to Smart Home environments – evaluation of two Australian projects." ITAC – Information Technology in Aged Care, conference and trade exhibition (2007). Melbourne, Australia 23 - 25 Jul 2007
Aged-care privacy and security for Smart Home in Australia
Soar, Jeffrey, Hamano, Tsuyoshi and Fujisawa, Yoshikazu. 2007. "Aged-care privacy and security for Smart Home in Australia." Niigata Journal of Health and Welfare. 6 (1), pp. 31-37.
Enhancing healthcare through technology – reducing hospital admission and supporting care in smart home environments
Soar, Jeffrey. 2007. "Enhancing healthcare through technology – reducing hospital admission and supporting care in smart home environments ." Kwok, P. and Tsang, M. W. (ed.) 2007 International Conference on ICT in Teaching and Learning - Symposium on Enhancing Healthcare Education, Research & Practice Through Technology. Hong Kong, China 09 - 10 Jul 2007 Hong Kong.
Nurses and information technology
Hegney, Desley, Buikstra, Elizabeth, Eley, Robert, Fallon, Anthony Bruce, Gilmore, Victoria and Soar, Jeffrey. 2007. Nurses and information technology. Canberra, Australia. Commonwealth Government of Australia.
Human capital, innovation and the productive ageing: growth and senior aged health in the regional community through engaged higher education
Garlick, Steve and Soar, Jeffrey. 2007. "Human capital, innovation and the productive ageing: growth and senior aged health in the regional community through engaged higher education." 4th Annual AUCEA Conference. Alice Springs, Australia 02 - 04 Jul 2007 Kyneton, Vic, Australia.
Human capital, innovation and the productive ageing: growth and senior aged health in the regional community through engaged higher education
Garlick, Steve and Soar, Jeffrey. 2007. "Human capital, innovation and the productive ageing: growth and senior aged health in the regional community through engaged higher education." Australasian Journal of University Community Engagement. 2 (1), pp. 46-55.
Health and aged care enabled by information technology
Soar, Jeffrey and Seo, Youngjoon. 2007. "Health and aged care enabled by information technology." Annals of the New York Academy of Sciences. 1114 (1), pp. 154-161. https://doi.org/10.1196/annals.1396.040
Barriers to use of information and computer technology by Australia's nurses: a national survey
Eley, Robert, Fallon, Anthony Bruce, Soar, Jeffrey, Buikstra, Elizabeth and Hegney, Desley. 2009. "Barriers to use of information and computer technology by Australia's nurses: a national survey." Journal of Clinical Nursing. 18 (8), pp. 1151-1158. https://doi.org/10.1111/j.1365-2702.2008.02336.x
The status of training and education in information and computer technology of Australia's nurses: a national survey
Eley, Robert, Fallon, Tony, Soar, Jeffrey, Buikstra, Elizabeth and Hegney, Desley. 2008. "The status of training and education in information and computer technology of Australia's nurses: a national survey." Journal of Clinical Nursing. 17 (20), pp. 2758-2767. https://doi.org/10.1111/j.1365-2702.2008.02285.x
Reducing avoidable hospital admissions of the frail elderly using intelligent referrals
Soar, Jeffrey, Yuginovich, Trudy and Whittaker, Frank. 2007. "Reducing avoidable hospital admissions of the frail elderly using intelligent referrals." Electronic Journal of Health Informatics. 2 (1).
Improving health and public safety through knowledge management
Soar, Jeffrey. 2004. "Improving health and public safety through knowledge management." Thailand International Conference on Knowledge Management (2004). Bangkok, Thailand 24 - 25 Nov 2004 Bangkok.
Aged care in the future and baby boomers: shall the twain ever meet? - baby boomers and aged care
Fallon, Anthony Bruce, Price, Kay, Hegney, Desley, Abbey, Jennifer, Neville, Christine C., Oxlade, Deborah and Soar, Jeffrey. 2004. "Aged care in the future and baby boomers: shall the twain ever meet? - baby boomers and aged care." Conrick, Moya and Soar, Jeffrey (ed.) 1st Australian Aged and Community Care Informatics Conference (ACCIC'04). Brisbane, Australia 24 - 25 Aug 2004 Brunswick East, Australia.
Potential applications of geospatial information systems for planning and managing aged care services in Australia
Bhaskaran, Sunil and Soar, Jeffrey. 2004. "Potential applications of geospatial information systems for planning and managing aged care services in Australia." Conrick, Moya and Soar, Jeffrey (ed.) 1st Australian Aged and Community Care Informatics Conference (ACCIC'04). Brisbane, Australia 24 - 25 Aug 2004 Brunswick East, Vic, Australia.
Baby boomers in Queensland: where are they and where are they moving?
Liu, Yan and Soar, Jeffrey. 2005. "Baby boomers in Queensland: where are they and where are they moving?" Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.
A model for Internet-based training to support rural and remote Practice Nurses in providing sexual and reproductive health education
Soar, Jeffrey and Yuginovich, Trudy. 2006. "A model for Internet-based training to support rural and remote Practice Nurses in providing sexual and reproductive health education." Milutinovic, V. (ed.) IPSI Conference (2006). Marbella, Spain 10 - 12 Feb 2006 Belgrade.
An information model for coordination of referrals to community care
Whittaker, Frank and Soar, Jeffrey. 2006. "An information model for coordination of referrals to community care." Barnett, M. (ed.) Aged Care Informatics Conference 2006 (ACCIC'06). Hobart, Australia 08 - 10 May 2006 Melbourne, Australia.
Preliminary investigation to explore perceptions of security issues associated with wireless technology in healthcare in Australia
Tiong, I. C., Hafeez-Baig, Abdul, Gururajan, Raj and Soar, Jeffrey. 2006. "Preliminary investigation to explore perceptions of security issues associated with wireless technology in healthcare in Australia." Westbrook, J. and Callen, J. (ed.) Health Infomatics Conference 2006: Bridging the Digital Divide: Clinician, Consumer and Computer (HIC 2006). Sydney, Australia 20 - 22 Aug 2006 Melbourne, Australia.
Software management
Soar, Jeffrey and Conrick, Moya. 2006. "Software management." Conrick, Moya (ed.) Informatics in healthcare: transforming healthcare with technology. Melbourne, Australia. Thomson Social Science Press. pp. 212-221
Health information systems
Ayres, Dianne, Soar, Jeffrey and Conrick, Moya. 2006. "Health information systems." Conrick, Moya (ed.) Informatics in healthcare: transforming healthcare with technology. Melbourne, Australia. Thomson Social Science Press. pp. 197-211
A stock-take of existing aged care clinical placements for undergraduate nursing students in Australia
Neville, Christine C., Yuginovich, Trudy, Fallon, Anthony Bruce, Soar, Jeffrey, Boyes, Joanne and Grasby, David. 2006. A stock-take of existing aged care clinical placements for undergraduate nursing students in Australia. Toowoomba, Australia. University of Southern Queensland.
A program for collaborative research in ageing and aged care
Gururajan, Raj, Gururajan, Vijaya and Soar, Jeffrey. 2005. "A program for collaborative research in ageing and aged care." Soar, Jeffrey and Edgecumbe, Joan (ed.) 2nd Australian Aged and Community Care Informatics Conference (ACCIC'05). Hobart, Tasmania 04 - 06 May 2005 Brunswick East, Australia.
Mobile solutions for aged care: a transformational framework
Soar, Jeffrey, Tsai, Heng-Sheng, Yong, Jianming and Gururajan, Raj. 2005. "Mobile solutions for aged care: a transformational framework." Soar, Jeffrey and Edgecumbe, Joan (ed.) 2nd Australian Aged and Community Care Informatics Conference (ACCIC'05). Hobart, Tasmania 04 - 06 May 2005 Brunswick East, Australia.
Challenges for implementing wireless hand-held technology in health care: views from selected Queensland nurses
Gururajan, Raj, Moloney, Clint and Soar, Jeffrey. 2005. "Challenges for implementing wireless hand-held technology in health care: views from selected Queensland nurses." Journal of Telemedicine and Telecare. 11 (2 (Supplement)), pp. 37-38. https://doi.org/10.1258/135763305775124849
Innovation in ageing for regional communities: planning for productive ageing in the Wide Bay/Burnett region of Queensland
Soar, Jeffrey, Garlick, Steve, Waterman, P. and Gururajan, Raj. 2005. "Innovation in ageing for regional communities: planning for productive ageing in the Wide Bay/Burnett region of Queensland." Abbey, Jennifer (ed.) 38th Australian Association of Gerontology Conference (2005 AAG). Gold Coast, Australia 09 - 11 Nov 2005 Sydney, Australia.
A brave new world for aged care
Soar, Jeffrey. 2005. "A brave new world for aged care." National Healthcare Journal.
Necessity for a new technology acceptance model to predict adoption of wireless technology in healthcare
Gururajan, Raj, Toleman, Mark and Soar, Jeffrey. 2004. "Necessity for a new technology acceptance model to predict adoption of wireless technology in healthcare." Health Informatics Conference 2004 (HIC 2004). Brisbane, Australia 2004 Melbourne, Australia.
Introducing mobile technologies in support of healthcare
Gururajan, Raj, Murugesan, San and Soar, Jeffrey. 2005. "Introducing mobile technologies in support of healthcare." Cutter IT Journal. 18 (8), pp. 12-18.
Informatics in health and aged care: a research program to support strategy development and implementation
Soar, Jeffrey. 2005. "Informatics in health and aged care: a research program to support strategy development and implementation." Ledingham, I., Soar, Jeffrey and Breton, A. (ed.) Second Middle East Conference on Healthcare Informatics (MECHCI'2005). Dubai, United Arab Emirates 09 - 10 Apr 2005 Dubai.
Attitudes of Australian nurses to information technology in the workplace: A national survey
Eley, Robert, Soar, Jeffrey, Buikstra, Elizabeth, Fallon, Tony and Hegney, Desley. 2009. "Attitudes of Australian nurses to information technology in the workplace: A national survey." CIN: Computers, Informatics, Nursing. 27 (2), pp. 114-121. https://doi.org/10.1097/NCN.0b013e318197557e