4003. Biomedical engineering
| Title | 4003. Biomedical engineering |
|---|---|
| Parent | 40. Engineering |
Latest research outputs
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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/ac59dcArticle
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.2023.105821Article
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.2022.107320Article
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.2022.101158Article
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/s21238045Article
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.2022.105722Article
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.2022.117407Article
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.2022.103895Article
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/diagnostics12102510Article
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.2022.106100Article
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.2022.107161Article
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/s00521-022-07613-7Article
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/s41598-022-21380-4Article
Differences in Carotid Artery Geometry and Flow Caused by Body Postural Changes and Physical Exercise
Xiang, Yuqiao, Mendieta, Jessica Benitez, Wang, Jiaqiu, Paritala, Phani Kumari, Anbananthan, Haveena, Catano, Jorge Alberto Amaya, Fontanarosa, Davide, Yarlagadda, Prasad and Li, Zhiyong. 2023. "Differences in Carotid Artery Geometry and Flow Caused by Body Postural Changes and Physical Exercise." Ultrasound in Medicine and Biology. 49 (3), pp. 820-830. https://doi.org/10.1016/j.ultrasmedbio.2022.11.009Article
Reproducibility of the computational fluid dynamic analysis of a cerebral aneurysm monitored over a decade
Paritala, Phani Kumari, Anbananthan, Haveena, Hautaniemi, Jacob, Smith, Macauley, George, Antony, Allenby, Mark, Mendieta, Jessica Benitez, Wang, Jiaqiu, Maclachlan, Liam, Liang, EeShern, Prior, Marita, Yarlagadda, Prasad K. D. V., Winter, Craig and Li, Zhiyong. 2023. "Reproducibility of the computational fluid dynamic analysis of a cerebral aneurysm monitored over a decade ." Scientific Reports. 13 (1), pp. 1-12. https://doi.org/10.1038/s41598-022-27354-wArticle
Finite Element Modelling of a Gram-Negative Bacterial Cell and Nanospike Array for Cell Rupture Mechanism Study
Islam, Majedul, Aldawsari, Falah Sahal S. and Yarlagadda, Prasad K. D. V.. 2023. "Finite Element Modelling of a Gram-Negative Bacterial Cell and Nanospike Array for Cell Rupture Mechanism Study." Molecules. 28 (5), pp. 1-14. https://doi.org/10.3390/molecules28052184Article
Nanospikes on Customized 3D-Printed Titanium Implant Surface Inhibits Bacterial Colonization
Mathew, Asha, Hasan, Jafar, Singamneni, Sarat and Yarlagadda, Prasad K. D. V.. 2023. "Nanospikes on Customized 3D-Printed Titanium Implant Surface Inhibits Bacterial Colonization." Advanced Engineering Materials. 25 (8). https://doi.org/10.1002/adem.202201306Article
Real-time epilepsy seizure detection based on EEG using tunable-Q wavelet transform and convolutional neural network
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Real-time epilepsy seizure detection based on EEG using tunable-Q wavelet transform and convolutional neural network." Biomedical Signal Processing and Control. 82. https://doi.org/10.1016/j.bspc.2022.104566Article
Development of dissolvable microneedle patches by CNC machining and micromolding for drug delivery
Malek-Khatabi, Atefeh, Faraji Rad, Zahra, Rad-Malekshahi, Mazda and Akbarijavar, Hamid. 2023. "Development of dissolvable microneedle patches by CNC machining and micromolding for drug delivery." Materials Letters. 330, pp. 1-6. https://doi.org/10.1016/j.matlet.2022.133328Article
Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks." Biomedical Signal Processing and Control. 79 (Part 2). https://doi.org/10.1016/j.bspc.2022.104242Article
A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG
Tawhid, Md. Nurul Ahad, Siuly, Siuly and Li, Tianning. 2022. "A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG." IEEE Transactions on Instrumentation and Measurement. 71, pp. 1-11. https://doi.org/10.1109/TIM.2022.3217515Article
SchizoGoogLeNet: The GoogLeNet-Based Deep Feature Extraction Design for Automatic Detection of Schizophrenia
Siuly, Siuly, Li, Yan, Wen, Peng and Alcin, Omer Faruk. 2022. "SchizoGoogLeNet: The GoogLeNet-Based Deep Feature Extraction Design for Automatic Detection of Schizophrenia." Computational Intelligence and Neuroscience. 2022, pp. 1-13. https://doi.org/10.1155/2022/1992596Article
Fabrication and testing of polymer microneedles for transdermal drug delivery
Ebrahiminejad, Vahid, Faraji Rad, Zahra, Prewett, Philip D. and Davies, Graham J.. 2022. "Fabrication and testing of polymer microneedles for transdermal drug delivery." Beilstein Journal of Nanotechnology. 13, pp. 629-640. https://doi.org/10.3762/bjnano.13.55Article
Shape memory polymer smart plaster for orthopaedic treatments
Jeewantha, Janitha, Jayalath, Sandaruwan, Emmanuel, Chris, Herath, Madhubhashitha, Forster, Elizabeth, Islam, Mainul, Leng, Jinsong and Epaarachchi, Jayantha. 2022. "Shape memory polymer smart plaster for orthopaedic treatments." Smart Materials and Structures. 31 (11), pp. 1-14. https://doi.org/10.1088/1361-665X/ac943bArticle
An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2022. "An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods." Biomedical Signal Processing and Control. 77, pp. 1-8. https://doi.org/10.1016/j.bspc.2022.103820Article
Design, Development, and Testing of Polymeric Microblades: A Novel Design of Microneedles for Biomedical Applications
Ebrahiminejad, Vahid and Faraji Rad, Zahra. 2022. "Design, Development, and Testing of Polymeric Microblades: A Novel Design of Microneedles for Biomedical Applications." Advanced Materials Interfaces. 9 (29). https://doi.org/10.1002/admi.202201115Article
Numerical investigation of the energy distribution of Low-intensity transcranial focused ultrasound neuromodulation for hippocampus
Huang, Yi, Wen, Peng, Song, Bo and Li, Yan. 2022. "Numerical investigation of the energy distribution of Low-intensity transcranial focused ultrasound neuromodulation for hippocampus." Ultrasonics. 124. https://doi.org/10.1016/j.ultras.2022.106724Article
Microneedle Arrays for Drug Delivery and Diagnostics: Toward an Optimized Design, Reliable Insertion, and Penetration
Ebrahiminejad, Vahid, Prewett, Philip D., Davies, Graham J. and Faraji Rad, Zahra. 2022. "Microneedle Arrays for Drug Delivery and Diagnostics: Toward an Optimized Design, Reliable Insertion, and Penetration." Advanced Materials Interfaces. 9 (6), pp. 1-26. https://doi.org/10.1002/admi.202101856Article
Novel large scale brain network models for EEG epileptic pattern generations
Al-Hossenat, Auhood, Song, Bo, Wen, Peng and Li, Yan. 2022. "Novel large scale brain network models for EEG epileptic pattern generations." Expert Systems with Applications. 194. https://doi.org/10.1016/j.eswa.2021.116477Article
Parametric optimization of two-photon direct laser writing process for manufacturing polymeric microneedles
Faraji Rad, Zahra, Prewett, Philip D. and Davies, Graham J.. 2022. "Parametric optimization of two-photon direct laser writing process for manufacturing polymeric microneedles." Additive Manufacturing. 56, pp. 1-14. https://doi.org/10.1016/j.addma.2022.102953Article
Alcoholic EEG signals recognition based on phase space dynamic and geometrical features
Sadiq, Muhammad Tariq, Akbar, Hesam, Siuly, Siuly, Li, Yan Li and Wen, Peng (Paul). 2022. "Alcoholic EEG signals recognition based on phase space dynamic and geometrical features." Chaos, Solitons and Fractals. 158, pp. 1-12. https://doi.org/10.1016/j.chaos.2022.112036Article
Picomolar detection of carbohydrate-lectin interactions on piezoelectrically printed microcantilever array
Cooper, Oren, Phan, Hoang-Phuong, Fitzpatrick, Tom, Dinh, Toan, Huang, Han, Nguyen, Nam-Trung and Tiralongo, Joe. 2022. "Picomolar detection of carbohydrate-lectin interactions on piezoelectrically printed microcantilever array." Biosensors and Bioelectronics. 205, pp. 1-8. https://doi.org/10.1016/j.bios.2022.114088Article
Rapid prototyping and customizable microneedle design: Ultra-sharp microneedle fabrication using two-photon polymerization and low-cost micromolding techniques
Faraji Rad, Zahra, Prewett, Philip and Davies, Graham. 2021. "Rapid prototyping and customizable microneedle design: Ultra-sharp microneedle fabrication using two-photon polymerization and low-cost micromolding techniques." Manufacturing Letters. 30, pp. 39-43. https://doi.org/10.1016/j.mfglet.2021.10.007Article
High-resolution two-photon polymerization: the most versatile technique for the fabrication of microneedle arrays
Faraji Rad, Zahra, Prewett, Philip and Davies, Graham. 2021. "High-resolution two-photon polymerization: the most versatile technique for the fabrication of microneedle arrays." Microsystems and Nanoengineering. 7 (1), pp. 1-17. https://doi.org/10.1038/s41378-021-00298-3Article
An overview of microneedle applications, materials, and fabrication methods
Faraji Rad, Zahra, Prewett, Philip and Davies, Graham. 2021. "An overview of microneedle applications, materials, and fabrication methods." Beilstein Journal of Nanotechnology. 12, pp. 1034-1046. https://doi.org/10.3762/bjnano.12.77Article
High-fidelity replication of thermoplastic microneedles with open microfluidic channels
Faraji Rad, Zahra, Nordon, Robert E., Anthony, Carl J., Bilston, Lynne, Prewett, Philip D., Arns, Ji-Youn, Arns, Christoph H., Zhang, Liangchi and Davies, Graham J.. 2017. "High-fidelity replication of thermoplastic microneedles with open microfluidic channels." Microsystems and Nanoengineering. 3, pp. 1-11. https://doi.org/10.1038/micronano.2017.34Article
Quantitative compressive optical coherence elastography using structural OCT imaging and optical palpation to measure soft contact lens mechanical properties
Quince, Zachery, Alonso-Caneiro, David, Read, Scott A. and Collins, Michael J.. 2022. "Quantitative compressive optical coherence elastography using structural OCT imaging and optical palpation to measure soft contact lens mechanical properties." Biomedical Optics Express. 12 (12), pp. 7315-7326. https://doi.org/10.1364/BOE.441547Article
Optical coherence elastography for the measurement of anterior segment biomechanical properties
Quince, Zachery David. 2022. Optical coherence elastography for the measurement of anterior segment biomechanical properties. PhD Thesis Doctor of Philosophy . Queensland University of Technology . https://doi.org/10.5204/thesis.eprints.236255PhD Thesis
Nanocellulose: a sustainable nanomaterial for controlled drug delivery applications
Pennells, Jordan, Martin, Darren J. and Annamalai, Pratheep Kumar. 2022. "Nanocellulose: a sustainable nanomaterial for controlled drug delivery applications." Singh, Preeti and Manzoor, Kaiser (ed.) Innovation in Nano-polysaccharides for Eco-sustainability: From Science to Industrial Applications. India. Elsevier. pp. 217-253Edited book (chapter)
Automated recognition of major depressive disorder from cardiovascular and respiratory physiological signals
Zitouni, M. Sami, Oh, Shu Li, Vicnesh, Jahmunah, Khandoker, Ahsan and Acharya, U. Rajendra. 2022. "Automated recognition of major depressive disorder from cardiovascular and respiratory physiological signals." Frontiers in Psychiatry. 13. https://doi.org/10.3389/fpsyt.2022.970993Article