Institution Root
| Type | University |
|---|---|
| Director of Research | Dr Lisa Wainwright |
| Head | Prof John Bell |
Latest research outputs
31010 results found
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The internet of medical things and artificial intelligence: trends, challenges, and opportunities
Kakhi, Kourosh, Alizadehsani, Roohallah, Kabir, H.M. Dipu, Khosravi, Abbas, Nahavandi, Saeid and Acharya, U. Rajendra. 2022. "The internet of medical things and artificial intelligence: trends, challenges, and opportunities." Biocybernetics and Biomedical Engineering. 42 (3), pp. 749-771. https://doi.org/10.1016/j.bbe.2022.05.008Article
Aleatory-aware deep uncertainty quantification for transfer learning
Kabir, H M Dipu, Khanam, Sadia, Khozeimeh, Fahime, Khosravi, Abbas, Mondal, Subrota Kumar, Nahavandi, Saeid and Acharya, U. Rajendra. 2022. "Aleatory-aware deep uncertainty quantification for transfer learning." Computers in Biology and Medicine. 143. https://doi.org/10.1016/j.compbiomed.2022.105246Article
Applications of machine-learning algorithms for prediction of benign and malignant breast lesions using ultrasound radiomics signatures: A multi-center study
Homayoun, Hassan, Chan, Wai Yee, Kuzan, Taha Yusuf, Leong, Wai Ling, Altintoprak, Kübra Murzoglu, Mohammadi, Afshin, Vijayananthan, Anushya, Rahmat, Kartini, Leong, Sook Sam, Mirza-Aghazadeh-Attari, Mohammad, Ejtehadifar, Sajjad, Faeghi, Fariborz, Acharya, U. Rajendra and Ardakani, Ali Abbasian. 2022. "Applications of machine-learning algorithms for prediction of benign and malignant breast lesions using ultrasound radiomics signatures: A multi-center study." Biocybernetics and Biomedical Engineering. 42 (3), pp. 921-933. https://doi.org/10.1016/j.bbe.2022.07.004Article
Application of artificial intelligence techniques for automated detection of myocardial infarction: a review
Joloudari, Javad Hassannataj, Mojrian, Sanaz, Nodehi, Issa, Mashmool, Amir, Zadegan, Zeynab Kiani, Shirkharkolaie, Sahar Khanjani, Alizadehsani, Roohallah, Tamadon, Tahereh, Khosravi, Samiyeh, Kohnehshari, Mitra Akbari, Hassannatajjeloudari, Edris, Sharifrazi, Danial, Mosavi, Amir, Loh, Hui Wen, Tan, Ru-San and Acharya, U Rajendra. 2022. "Application of artificial intelligence techniques for automated detection of myocardial infarction: a review." Physiological Measurement. 43 (8). https://doi.org/10.1088/1361-6579/ac7fd9Article
Artificial intelligence, BI-RADS evaluation and morphometry: A novel combination to diagnose breast cancer using ultrasonography, results from multi-center cohorts
Hamyoon, Hessam, Chan, Wai Yee, Mohammadi, Afshin, Kuzan, Taha, Mirza-Aghazadeh-Attari, Mohammad, Leong, Wai Ling, Altintoprak, Kübra Murzoglu, Vijayananthan, Anushya, Rahmat, Kartini, Mumin, Nazimah Ab, Leong, Sook Sam, Ejtehadifar, Sajjad, Faeghi, Fariborz, Abolghasemi, Jamileh, Ciaccio, Edward J., Acharya, U. Rajendra and Ardakani, Ali Abbasian. 2022. "Artificial intelligence, BI-RADS evaluation and morphometry: A novel combination to diagnose breast cancer using ultrasonography, results from multi-center cohorts." European Journal of Radiology. 157. https://doi.org/10.1016/j.ejrad.2022.110591Article
Hyp-Net: Automated detection of hypertension using deep convolutional neural network and Gabor transform techniques with ballistocardiogram signals
Gupta, Kapil, Bajaj, Varun, Ansari, Irshad Ahmad and Acharya, U. Rajendra. 2022. "Hyp-Net: Automated detection of hypertension using deep convolutional neural network and Gabor transform techniques with ballistocardiogram signals." Biocybernetics and Biomedical Engineering. 42 (3), pp. 784-796. https://doi.org/10.1016/j.bbe.2022.06.001Article
Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques
Gudigar, Anjan, Raghavendra, U., Samanth, Jyothi, Dharmik, Chinmay, Gangavarapu, Mokshagna Rohit, Nayak, Krishnananda, Ciaccio, Edward J., Tan, Ru-San, Molinari, Filippo and Acharya, U. Rajendra. 2022. "Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques." Journal of Imaging. 8 (4). https://doi.org/10.3390/jimaging8040102Article
RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray images
El-Dahshan, El-Sayed. A, Bassiouni, Mahmoud. M, Hagag, Ahmed, Chakrabortty, Ripon K, Loh, Huiwen and Acharya, U.Rajendra. 2022. "RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray images." Expert Systems with Applications. 204. https://doi.org/10.1016/j.eswa.2022.117410Article
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset
Deniz, Erkan, Sobahi, Nebras, Omar, Naaman, Sengur, Abdulkadir and Acharya, U. Rajendra. 2022. "Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset." Health Information Science and Systems. 10 (1). https://doi.org/10.1007/s13755-022-00201-yArticle
Efficient deep neural network model for classification of grasp types using sEMG signals
Coskun, Musab, Yildirim, Ozal, Demir, Yakup and Acharya, U. Rajendra. 2022. "Efficient deep neural network model for classification of grasp types using sEMG signals." Journal of Ambient Intelligence and Humanized Computing. 13 (9), pp. 4437-4450. https://doi.org/10.1007/s12652-021-03284-9Article
Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms
Chabane, Nail, Bouaoun, Achraf, Tighilt, Reda, Abdar, Moloud, Boc, Alix, Lord, Etienne, Tahiri, Nadia, Mazoure, Bogdan, Acharya, U. Rajendra and Makarenkov, Vladimir. 2022. "Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms." PLoS One. 17 (12). https://doi.org/10.1371/journal.pone.0278364Article
Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features
Bhurane, Ankit A., Dhok, Shivani, Sharma, Manish, Yuvaraj, Rajamanickam, Murugappan, Murugappan and Acharya, U. Rajendra. 2022. "Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features." Expert Systems: the journal of knowledge engineering. 39 (7). https://doi.org/10.1111/exsy.12472Article
Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals
Ari, Berna, Sobahi, Nebras, Alcin, Ömer F., Sengur, Abdulkadir and Acharya, U. Rajendra. 2022. "Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals." Computers in Biology and Medicine. 143. https://doi.org/10.1016/j.compbiomed.2022.105311Article
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries
Alizadehsani, Roohallah, Roshanzamir, Mohamad, Abdar, Moloud, Beykikhoshk, Adham, Khosravi, Abbas, Nahavandi, Saeid, Plawiak, Pawel, Tan, Ru San and Acharya, Rajendra. 2022. "Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries." Expert Systems: the journal of knowledge engineering. 39 (7). https://doi.org/10.1111/exsy.12573Article
Interpretation of radiomics features–A pictorial review
Ardakani, Ali Abbasian, Bureau, Nathalie J, Ciaccio, Edward J. and Acharya, U. Rajendra. 2022. "Interpretation of radiomics features–A pictorial review." Computer Methods and Programs in Biomedicine. 215. https://doi.org/10.1016/j.cmpb.2021.106609Article
In-line activation of cementitious materials for 3D concrete printing
Ramakrishnan, Sayanthan, Kanagasuntharam, Sasitharan and Sanjayan, Jay. 2022. "In-line activation of cementitious materials for 3D concrete printing." Cement and Concrete Composites. 131. https://doi.org/10.1016/j.cemconcomp.2022.104598Article
Enhancing the properties of foam concrete 3D printing using porous aggregates
Pasupathy, Kirubajiny, Ramakrishnan, Sayanthan and Sanjayan, Jay. 2022. "Enhancing the properties of foam concrete 3D printing using porous aggregates." Cement and Concrete Composites. 133. https://doi.org/10.1016/j.cemconcomp.2022.104687Article
Field-scale effects of elevated ozone and diesel exhaust emissions on insect pollination and natural enemy recruitment.
Ryalls, J., Mullinger, N.J., Langford, B., Nemitz, E., Pfrang, C. and Girling, R.. 2022. "Field-scale effects of elevated ozone and diesel exhaust emissions on insect pollination and natural enemy recruitment. " 26th International Congress of Entomology (ICE 2022). Helsinki, Finland 17 - 22 Jul 2022 Finland.Poster
10 Entrees (Clown Play Scripts)
Steggall, D., Condren, W. and Parigi, A.. 2022. 10 Entrees (Clown Play Scripts) . Toowoomba, Queensland .Textual work
Submission to Queensland Human Rights Commission’s review of Queensland’s Anti-Discrimination Act, 28 February 2022
Jones, Nicky. 2022. Submission to Queensland Human Rights Commission’s review of Queensland’s Anti-Discrimination Act, 28 February 2022. Unpublished.Other
The impact of arts-based pedagogical approaches in English as second or foreign language learning
Chang, Heejin, Power, Margaret and Windeatt, Scott. 2022. "The impact of arts-based pedagogical approaches in English as second or foreign language learning." Australian Art Education. 43 (2), pp. 151-185.Article
Management control systems and governance from its institutional context
Arian, Adam G. and Sands, John. 2022. "Management control systems and governance from its institutional context ." 2022 ICVG Conference: Governance in its institutional context. Melbourne, Australia 15 - 16 Dec 2022 Australia.Presentation
PreEMPT (Preterm infant Early intervention for Movement and Participation Trial): Feasibility outcomes of a randomised controlled trial
Mobbs, C., Spittle, A. and Johnston, L.. 2022. "PreEMPT (Preterm infant Early intervention for Movement and Participation Trial): Feasibility outcomes of a randomised controlled trial." Early Human Development. 166. https://doi.org/10.1016/j.earlhumdev.2022.105551Article
On a quest to prevent harm and safeguard paediatric venous catheters – A randomized control trial protocol
Charters, Brooke, Foster, Paed Acute, Lawton, Benjamin, Cassidy, Corey, Byrnes, Joshua, Mihala, Gabor, Schults, Jessica, Kleidon, Tricia, Mccaffery, Ruth, Van, Kristy and Ullman, Amanda. 2022. "On a quest to prevent harm and safeguard paediatric venous catheters – A randomized control trial protocol." Vascular Access. 16 (3), pp. 18-26.Article
Tangrams: Making unexpected discoveries
Powell, Alwyn and Fanshawe, Melissa. 2022. "Tangrams: Making unexpected discoveries." Australian Primary Mathematics Classroom. 27 (2), pp. 18-24.Article
The Effects Of Age On Exercise-induced Abdominal Muscle Fatigue In Healthy Younger And Older Men
Mills, Dean, Hoffman, Ben, Johnson, Michael A., Sharpe, Graham R., Rands, Joshua, Wotherspoon, Shoena E, Gevorkov, Yaroslav, Kolbe-Alexander, Tracy and MacAskill, William. 2022. "The Effects Of Age On Exercise-induced Abdominal Muscle Fatigue In Healthy Younger And Older Men." Medicine and Science in Sports and Exercise. 54 (9S), pp. 539-239. https://doi.org/10.1249/01.mss.0000881828.14030.71Article
The impact of message content and format on initial parental engagement in a parenting intervention: An experimental study
Gonzalez, Carolina, Morawska, Alina and Haslam, Divna M.. 2022. "The impact of message content and format on initial parental engagement in a parenting intervention: An experimental study." Cognitive Therapy and Research. 46 (5), p. 927–939. https://doi.org/10.1007/s10608-022-10305-0Article
The transformative potential of the signature pedagogies of arts education: a Deweyan pragmatist analysis
O'Brien, Mia. 2022. "The transformative potential of the signature pedagogies of arts education: a Deweyan pragmatist analysis." Australian Art Education. 43 (2), pp. 127-139.Article
Development and psychometric testing of the patient participation in bedside handover survey
Tobiano, Georgia, Marshall, Andrea P., Gardiner, Therese, Jenkinson, Kim, Shapiro, Margaret and Ireland, Michael. 2022. "Development and psychometric testing of the patient participation in bedside handover survey ." Health Expectations. 25 (5), pp. 2492-2502. https://doi.org/10.1111/hex.13569Article
Non-thermal plasma enhances performances of biochar in wastewater treatment and energy storage applications
Zhou, Rusen, Wang, Xiaoxiang, Zhou, Renwu, Weerasinghe, Janith, Zhang, Tianqi, Xin, Yanbin, Wang, Hao, Cullen, Patrick, Wang, Hongxia and Ostrikov, Kostya Ken. 2022. "Non-thermal plasma enhances performances of biochar in wastewater treatment and energy storage applications." Frontiers of Chemical Science and Engineering. 16 (4), pp. 475-483. https://doi.org/10.1007/s11705-021-2070-xArticle
Achieving ultrahigh power factor in n-type Ag2Se thin films by carrier engineering
Zheng, Zhuang-Hao, Zhang, Dong-Liang, Niu, Jun-Yu, Shi, Xiao-Lei, Chen, Tian-Bao, Chen, Yun-Fei, Li, Fu, Liang, Guang-Xing, Chen, Yue-Xing, Fan, Ping and Chen, Zhi-Gang. 2022. "Achieving ultrahigh power factor in n-type Ag2Se thin films by carrier engineering." Materials Today Energy. 24. https://doi.org/10.1016/j.mtener.2021.100933Article
Trends and Impact Factors of Mental Health Service Utilization among Resettled Humanitarian Migrants in Australia: Findings from the BNLA Cohort Study
Zheng, Meng, Chen, Feng, Pan, Yan, Kong, Di, Renzaho, Andre M. N., Sahle, Berhe W., Mahumud, Rashidul Alam, Ling, Li and Chen, Wen. 2022. "Trends and Impact Factors of Mental Health Service Utilization among Resettled Humanitarian Migrants in Australia: Findings from the BNLA Cohort Study ." International Journal of Environmental Research and Public Health. 19 (16). https://doi.org/10.3390/ijerph191610119Article
An efficient storage system towards high throughput of concurrent graph processing jobs
Zhao, Jin, Jiang, Xinyu, Zhang, Yu, Zhu, Xiaofei, Jin, Hai, Liu, Haikun, Yang, Yun, Zhang, Ji, Wang, Biao and Yu, Ting. 2022. "An efficient storage system towards high throughput of concurrent graph processing jobs." Scientia Sinica Informationis. 52 (1), pp. 111-128.Article
Degradation process of Ag/AgCl chloride-sensing electrode in cement extract with low chloride concentration
Zhang, Zhangmin, Hu, Jie, Xu, Zhipeng, Huang, Haoliang, Yin, Suhong, Ma, Yuwei, Wei, Jiangxiong and Yu, Qijun. 2022. "Degradation process of Ag/AgCl chloride-sensing electrode in cement extract with low chloride concentration." Corrosion Science. 198. https://doi.org/10.1016/j.corsci.2022.110107Article
Modelling cosmic radiation events in the tree-ring radiocarbon record
Zhang, Qingyuan, Sharma, Utkarsh, Dennis, Jordan A. Dennis, Scifo, Andrea, Kuitems, Margot, Büntgen, Ulf, Owens, Mathew J., Dee, Michael W. and Pope, Benjamin J. S.. 2022. "Modelling cosmic radiation events in the tree-ring radiocarbon record." Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 478 (2266). https://doi.org/10.1098/rspa.2022.0497Article
Multiple Graph Adaptive Regularized Semi-Supervised Nonnegative Matrix Factorization with Sparse Constraint for Data Representation
Zhang, Kexin, Li, Lingling, Di, Jinhong, Wang, Yi, Zhao, Xuezhuan and Zhang, Ji. 2022. "Multiple Graph Adaptive Regularized Semi-Supervised Nonnegative Matrix Factorization with Sparse Constraint for Data Representation." Processes. 10 (12). https://doi.org/10.3390/pr10122623Article
Design of Hierarchically Tailored Hybrids Based on Nickle Nanocrystal-Decorated Manganese Dioxides for Enhanced Fire Safety of Epoxy Resin
Yuan, Yao, Liang, Chen, Yuen, Anthony Chun Yin, Xu, Lulu, Yu, Bin, Cao, Chengfei and Wang, Wei. 2022. "Design of Hierarchically Tailored Hybrids Based on Nickle Nanocrystal-Decorated Manganese Dioxides for Enhanced Fire Safety of Epoxy Resin." International Journal of Molecular Sciences. 23 (22). https://doi.org/10.3390/ijms232213711Article
Changes in cancer incidence and survival among Aboriginal and Torres Strait Islander children in Australia, 1997–2016
Youlden, Danny R., Baade, Peter D., McBride, Craig A., Pole, Jason D., Moore, Andrew S., Valery, Patricia C., Young, Angela and Aitken, Joanne F.. 2022. "Changes in cancer incidence and survival among Aboriginal and Torres Strait Islander children in Australia, 1997–2016." Pediatric Blood and Cancer. 69 (4). https://doi.org/10.1002/pbc.29492Article
Deep learning-based PI-RADS score estimation to detect prostate cancer using multiparametric magnetic resonance imaging
Yildiri, Kadir, Yildirim, Muhammed, Eryesil, Hasan, Talo, Muhammed, Yildirim, Ozal, Karabatak, Murat, Ogras, Mehmet Sezai, Artas, Hakan and Acharya, U Rajendra. 2022. "Deep learning-based PI-RADS score estimation to detect prostate cancer using multiparametric magnetic resonance imaging." Computers and Electrical Engineering. 102. https://doi.org/10.1016/j.compeleceng.2022.108275Article
Associations of parental physical activity trajectories with offspring's physical activity patterns from childhood to middle adulthood: The Young Finns Study
Yang, Xiaolin, Kukko, Tuomas, Kaseva, Kaisa, Biddle, Stuart J.H., Rovio, Suvi P., Pahkala, Katja, Kulmala, Janne, Hakonen, Harto, Hirvensalo, Mirja, Hutri-Kahonen, Nina, Raitakari, Olli T. and Tammelin, Tuija H.. 2022. "Associations of parental physical activity trajectories with offspring's physical activity patterns from childhood to middle adulthood: The Young Finns Study." Preventive Medicine. 163. https://doi.org/10.1016/j.ypmed.2022.107211Article
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