Overview
Availability
- Dr Lei Guo is:
- Available for supervision
Qualifications
- Masters (Coursework) of Electrical Engineering, The University of Queensland
- Doctor of Philosophy of Electrical Engineering, The University of Queensland
Works
Search Professor Lei Guo’s works on UQ eSpace
2024
Journal Article
Clinical electromagnetic brain scanner
Abbosh, 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 Imaging
Xue, 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 Arrays
Zhou, 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 Techniques
Lai, 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 Imaging
Mousavi, 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 objects
Xue, 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 hydrogels
Chen, 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 localization
Lai, 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 networks
Xue, 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 shifter
Zhou, 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 method
Zhu, 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 algorithms
Guo, 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 classification
Guo, 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 imaging
Al-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 cellulose
Chen, 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 stroke
Cook, 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 imaging
Guo, 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 MRI
Chen, 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 approaches
Zhu, 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 localization
Al-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
Supervision
Availability
- Dr Lei Guo is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Available projects
-
Develop new generation of electromagnetic medical imaging system
I'm currently recruiting PhD student to work on an exciting research project. The topic is about using electromagnetic technologies on medicla brain imaging. Certain degree of machine learning will also be involved in this project. This project coorporates with EMvision comapny and PA hospital so the student has opportunity to work with industry design team and access the clinical data.
Supervision history
Current supervision
-
Doctor Philosophy
Universal Deep Learning Methods for Reliable Electromagnetic Imaging and Detection in Inhomogeneous Media
Associate Advisor
Other advisors: Dr Alina Bialkowski, Professor Amin Abbosh
-
Doctor Philosophy
Design of Tunable Microwave Devices
Associate Advisor
Other advisors: Professor Amin Abbosh, Professor Christophe Fumeaux
-
Doctor Philosophy
The design of metamaterial RF shield to reduce specific absorption rate and improve B1 efficiency for ultra-high field MRI
Associate Advisor
Other advisors: Emeritus Professor Stuart Crozier, Professor Feng Liu
-
Doctor Philosophy
Robust deep learning models for electromagnetic imaging
Associate Advisor
Other advisors: Dr Alina Bialkowski
-
Doctor Philosophy
WIDEBAND, COMPACT NEAR FIELD ANTENNAS FOR MILLIMETER WAVE IMAGING FOR MEDICAL APPLICATIONS
Associate Advisor
Other advisors: Professor Amin Abbosh
-
Doctor Philosophy
Substation Electric Transient on Power Transformer Insulation Aging
Associate Advisor
Other advisors: Dr Chandima Ekanayake, Dr Hui Ma
Completed supervision
-
2022
Doctor Philosophy
Data-driven Approaches for Biomedical Electromagnetic Imaging
Associate Advisor
Other advisors: Professor Amin Abbosh
Media
Enquiries
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