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 |
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, 1-11. doi: 10.1109/jerm.2024.3402048 |
2024 Journal Article Reflection Phase Shifter Topology with 180° Tuning Range using Impedance Transforming Coupler and Series Resonant Load for K-Band Phased ArraysZhou, Haoyu, Guo, Lei, Fumeaux, Christophe and Abbosh, Amin (2024). Reflection Phase Shifter Topology with 180° Tuning Range using Impedance Transforming Coupler and Series Resonant Load for K-Band Phased Arrays. IEEE Transactions on Components, Packaging and Manufacturing Technology, 14 (7), 1-1. doi: 10.1109/tcpmt.2024.3410181 |
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, 1-9. doi: 10.1109/jerm.2024.3409846 |
2024 Journal Article Compact Dual-Polarized Cavity-Backed Antenna with Wideband Performance for Deep Torso ImagingMousavi, Seyed Mohammad Hadi, Moosazadeh, Mahdi, Guo, Lei and Abbosh, Amin M. (2024). Compact Dual-Polarized Cavity-Backed Antenna with Wideband Performance for Deep Torso Imaging. IEEE Transactions on Antennas and Propagation, 72 (3), 1-1. doi: 10.1109/tap.2024.3353331 |
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 |
2023 Journal Article Mechanical properties and wound healing potential of bacterial cellulose-xyloglucan-dextran hydrogelsChen, Si-Qian, Liao, Qiudong, Meldrum, Oliver W., Guo, Lei, Wang, Kai, Zhang, Shuyan, Liu, Yujia, Chen, Xu, Zhu, Jie and Li, Lin (2023). Mechanical properties and wound healing potential of bacterial cellulose-xyloglucan-dextran hydrogels. Carbohydrate Polymers, 321 121268, 121268. doi: 10.1016/j.carbpol.2023.121268 |
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 |
2023 Conference Publication Microwave imaging using cascaded convolutional neural networksXue, Fei, Guo, Lei and Abbosh, Amin (2023). Microwave imaging using cascaded convolutional neural networks. 5th Australian Microwave Symposium (AMS), Melbourne, Australia, 16-17 February 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ams57822.2023.10062327 |
2023 Conference Publication Liquid crystal tunable stripline phase shifterZhou, Haoyu, Guo, Lei and Abbosh, Amin (2023). Liquid crystal tunable stripline phase shifter. 5th Australian Microwave Symposium (AMS), Melbourne, Australia, 16-17 February 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ams57822.2023.10062318 |
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 |
2022 Journal Article Stroke diagnosis using microwave techniques: review of systems and algorithmsGuo, Lei, Alqadami, Abdulrahman S. M. and Abbosh, Amin (2022). Stroke diagnosis using microwave techniques: review of systems and algorithms. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 7 (2), 122-14. doi: 10.1109/jerm.2022.3227724 |
2022 Journal Article Adaptive clustering distorted born iterative method for microwave brain tomography with stroke detection and classificationGuo, Lei, Khosravi-Farsani, Mojtaba, Stancombe, Anthony, Bialkowski, Konstanty and Abbosh, Amin (2022). Adaptive clustering distorted born iterative method for microwave brain tomography with stroke detection and classification. IEEE Transactions on Biomedical Engineering, 69 (4), 1512-1523. doi: 10.1109/tbme.2021.3122113 |
2021 Journal Article A tripartite data-driven approach for wide-band electromagnetic imagingAl-Saffar, Ahmed, Guo, Lei and Abbosh, Amin (2021). A tripartite data-driven approach for wide-band electromagnetic imaging. IEEE Transactions on Computational Imaging, 7, 1278-1288. doi: 10.1109/tci.2021.3126928 |
2021 Journal Article The influence of alkaline treatment on the mechanical and structural properties of bacterial celluloseChen, Si-Qian, Meldrum, Oliver W., Liao, Qiudong, Li, Zhaofeng, Cao, Xiao, Guo, Lei, Zhang, Shuyan, Zhu, Jie and Li, Lin (2021). The influence of alkaline treatment on the mechanical and structural properties of bacterial cellulose. Carbohydrate Polymers, 271 118431, 1-9. doi: 10.1016/j.carbpol.2021.118431 |
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 |
2021 Journal Article Calibrated frequency-division distorted born iterative tomography for real-life head imagingGuo, L., Nguyen-Trong, N., AI-Saffar, A., Stancombe, A., Bialkowski, K. and Abbosh, A. (2021). Calibrated frequency-division distorted born iterative tomography for real-life head imaging. IEEE Transactions on Medical Imaging, 41 (5), 1087-1103. doi: 10.1109/TMI.2021.3132000 |
2021 Journal Article Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRIChen, Haiwei, Guo, Lei, Li, Mingyan, Destruel, Aurelien, Liu, Chunyi, Weber, Ewald, Liu, Feng and Crozier, Stuart (2021). Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRI. IEEE Transactions on Biomedical Engineering, 68 (4) 9190053, 1178-1189. doi: 10.1109/tbme.2020.3022884 |
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 |
2021 Journal Article Graph attention network in microwave imaging for anomaly localizationAl-Saffar, A., Guo, L. and Abbosh, A. (2021). Graph attention network in microwave imaging for anomaly localization. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 6 (2), 1-7. doi: 10.1109/JERM.2021.3112910 |