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2024 Journal Article Clutter removal for microwave head imaging via self-supervised deep learning techniquesLai, Wei-chung, Guo, Lei, Bialkowski, Konstanty, Abbosh, Amin and Bialkowski, Alina (2024). Clutter removal for microwave head imaging via self-supervised deep learning techniques. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 8 (4), 384-392. doi: 10.1109/jerm.2024.3409846 |
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2024 Journal Article Clinical electromagnetic brain scannerAbbosh, Amin, Bialkowski, Konstanty, Guo, Lei, Al-Saffar, Ahmed, Zamani, Ali, Trakic, Adnan, Brankovic, Aida, Bialkowski, Alina, Zhu, Guohun, Cook, David and Crozier, Stuart (2024). Clinical electromagnetic brain scanner. Scientific Reports, 14 (1) 5760, 1-16. doi: 10.1038/s41598-024-55360-7 |
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2024 Journal Article Markerless motion capture provides accurate predictions of ground reaction forces across a range of movement tasksLichtwark, Glen A., Schuster, Robert W., Kelly, Luke A., Trost, Stewart G. and Bialkowski, Alina (2024). Markerless motion capture provides accurate predictions of ground reaction forces across a range of movement tasks. Journal of Biomechanics, 166 112051, 112051. doi: 10.1016/j.jbiomech.2024.112051 |
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2024 Journal Article Integrated Boundary-Overlap-Size Metric for Local Assessment of Deep Learning Methods in Medical Microwave ImagingXue, Fei, Guo, Lei, Bialkowski, Alina and Abbosh, Amin M. (2024). Integrated Boundary-Overlap-Size Metric for Local Assessment of Deep Learning Methods in Medical Microwave Imaging. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 1-11. doi: 10.1109/jerm.2024.3485250 |
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2024 Journal Article Transfer Deep Learning for Dielectric Profile Reconstruction in Microwave Medical ImagingXue, Fei, Guo, Lei, Bialkowski, Alina and Abbosh, Amin M. (2024). Transfer Deep Learning for Dielectric Profile Reconstruction in Microwave Medical Imaging. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 8 (4), 1-11. doi: 10.1109/jerm.2024.3402048 |
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2023 Journal Article Training universal deep-learning networks for electromagnetic medical imaging using a large database of randomized objectsXue, Fei, Guo, Lei, Bialkowski, Alina and Abbosh, Amin (2023). Training universal deep-learning networks for electromagnetic medical imaging using a large database of randomized objects. Sensors, 24 (1) 8, 1-8. doi: 10.3390/s24010008 |
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2023 Journal Article Enlarging the model of the human at the heart of human-centered AI: a social self-determination model of AI system impactBingley, William J., Haslam, S. Alexander, Steffens, Niklas K., Gillespie, Nicole, Worthy, Peter, Curtis, Caitlin, Lockey, Steven, Bialkowski, Alina, Ko, Ryan K.L. and Wiles, Janet (2023). Enlarging the model of the human at the heart of human-centered AI: a social self-determination model of AI system impact. New Ideas in Psychology, 70 101025, 1-12. doi: 10.1016/j.newideapsych.2023.101025 |
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2023 Journal Article An explainable deep learning method for microwave head stroke localizationLai, Wei-chung, Guo, Lei, Bialkowski, Konstanty and Bialkowski, Alina (2023). An explainable deep learning method for microwave head stroke localization. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 7 (4), 336-343. doi: 10.1109/jerm.2023.3287681 |
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2023 Journal Article Where is the human in human-centered AI? Insights from developer priorities and user experiencesBingley, William J., Curtis, Caitlin, Lockey, Steven, Bialkowski, Alina, Gillespie, Nicole, Haslam, S. Alexander, Ko, Ryan K.L., Steffens, Niklas, Wiles, Janet and Worthy, Peter (2023). Where is the human in human-centered AI? Insights from developer priorities and user experiences. Computers in Human Behavior, 141 107617, 1-8. doi: 10.1016/j.chb.2022.107617 |
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2023 Journal Article Stroke localization using multiple ridge regression predictors based on electromagnetic signalsGao, Shang, Zhu, Guohun, Bialkowski, Alina and Zhou, Xujuan (2023). Stroke localization using multiple ridge regression predictors based on electromagnetic signals. Mathematics, 11 (2) 464, 464. doi: 10.3390/math11020464 |
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2023 Journal Article Brain injury localization and size estimation using electromagnetic symmetric crossing lines methodZhu, Guohun, Bialkowski, Alina, Crozier, Stuart, Guo, Lei, Nguyen, Phong, Stancombe, Anthony and Abbosh, Amin (2023). Brain injury localization and size estimation using electromagnetic symmetric crossing lines method. IEEE Transactions on Instrumentation and Measurement, 72 2521011, 1-1. doi: 10.1109/tim.2023.3295014 |
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2021 Journal Article Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute strokeCook, David, Brown, Helen, Widanapathirana, Isuravi, Shah, Darshan, Walsham, James, Trakic, Adnan, Zhu, Guohun, Zamani, Ali, Guo, Lei, Brankovic, Aida, Al-Saffar, Ahmed, Stancombe, Anthony, Bialkowski, Alina, Nguyen, Phong, Bialkowski, Konstanty, Crozier, Stuart and Abbosh, Amin (2021). Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke. Frontiers in Neurology, 12 765412, 765412. doi: 10.3389/fneur.2021.765412 |
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2021 Journal Article Stroke classification in simulated electromagnetic imaging using graph approachesZhu, Guohun, Bialkowski, Alina, Guo, Lei, Mohammed, Beada'a and Abbosh, Amin (2021). Stroke classification in simulated electromagnetic imaging using graph approaches. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 5 (1) 9095216, 46-53. doi: 10.1109/JERM.2020.2995329 |
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2020 Journal Article Closing the gap of simulation to reality in electromagnetic imaging of brain strokes via deep neural networksAl-Saffar, Ahmed, Bialkowski, Alina, Baktashmotlagh, Mahsa, Trakic, Adnan, Guo, Lei and Abbosh, Amin (2020). Closing the gap of simulation to reality in electromagnetic imaging of brain strokes via deep neural networks. IEEE Transactions on Computational Imaging, 7 9274540, 13-21. doi: 10.1109/tci.2020.3041092 |
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2016 Journal Article Discovering team structures in soccer from spatiotemporal dataBialkowski, Alina, Lucey, Patrick, Carr, Peter, Matthews, Iain, Sridharan, Sridha and Fookes, Clinton (2016). Discovering team structures in soccer from spatiotemporal data. IEEE Transactions on Knowledge and Data Engineering, 28 (10) 7492601, 2596-2605. doi: 10.1109/tkde.2016.2581158 |
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2012 Journal Article Identifying Customer Behaviour and Dwell Time Using Soft BiometricsDenman, Simon, Bialkowski, Alina, Fookes, Clinton and Sridharan, Sridha (2012). Identifying Customer Behaviour and Dwell Time Using Soft Biometrics. Video Analytics for Business Intelligence, 409, 199-238. |
