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
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
Other Outputs
Apparatus and process for medical imaging
Abbosh, Amin, Afasri, Arman, Zamani, Ali, Bialkowski, Alina, Zhu, Guohun, Nguyen, Thanh Phong, Guo, Lei and Wang, Yifan (2021). Apparatus and process for medical imaging. EP3846688A1.
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
Divergence-based magnetic resonance electrical properties tomography
Liu, Chunyi, Guo, Lei, Li, Mingyan, Chen, Haiwei, Jin, Jin, Chen, Wufan, Liu, Feng and Crozier, Stuart (2021). Divergence-based magnetic resonance electrical properties tomography. IEEE Transactions on Biomedical Engineering, 68 (1) 9120284, 192-203. doi: 10.1109/tbme.2020.3003460
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
2021
Journal Article
Microwave tomography using random multiple-input-multiple-output contrast source inversion
Guo, Lei, Nguyen-Trong, Nghia, Nguyen, Phong Thanh, Bialkowski, Konstanty and Abbosh, Amin (2021). Microwave tomography using random multiple-input-multiple-output contrast source inversion. IEEE Antennas and Wireless Propagation Letters, 20 (8) 9430746, 1369-1373. doi: 10.1109/LAWP.2021.3079905
2020
Journal Article
Closing the gap of simulation to reality in electromagnetic imaging of brain strokes via deep neural networks
Al-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
2020
Journal Article
Expedited stroke imaging with electromagnetic polar sensitivity encoding
Trakic, A., Brankovic, A., Zamani, A., Nguyen-Trong, N., Mohammed, B., Stancombe, A., Guo, L., Bialkowski, K. and Abbosh, A. (2020). Expedited stroke imaging with electromagnetic polar sensitivity encoding. IEEE Transactions on Antennas and Propagation, 68 (12) 9103981, 8072-8081. doi: 10.1109/tap.2020.2996810
2020
Journal Article
Magnetic resonance-electrical properties tomography by directly solving Maxwell’s Curl Equations
Chi, Jieru, Guo, Lei, Destruel, Aurelien, Wang, Yaohui, Liu, Chunyi, Li, Mingyan, Weber, Ewald, Liu, Qinghuo, Yang, Jie, Xin, Xuegang and Liu, Feng (2020). Magnetic resonance-electrical properties tomography by directly solving Maxwell’s Curl Equations. Applied Sciences, 10 (9) 3318, 1-13. doi: 10.3390/app10093318
2019
Journal Article
Integral MR-EPT with the Calculation of Coil Current Distributions
Guo, Lei, Li, Mingyan, Nguyen, Phong, Liu, Feng and Crozier, Stuart (2019). Integral MR-EPT with the Calculation of Coil Current Distributions. IEEE Transactions on Medical Imaging, 39 (1) 8736288, 175-187. doi: 10.1109/tmi.2019.2922318
2019
Journal Article
Huawei's catch-up in the global telecommunication industry: innovation capability and transition to leadership
Guo, Lei, Zhang, Marina Yue, Dodgson, Mark and Gann, David (2019). Huawei's catch-up in the global telecommunication industry: innovation capability and transition to leadership. Technology Analysis and Strategic Management, 31 (12), 1395-1411. doi: 10.1080/09537325.2019.1615615
2019
Journal Article
A dichotomization winding scheme on a novel asymmetric head gradient coil design with an improved force and torque balance
Wang, Yaohui, Wang, Qiuliang, Guo, Lei, Chen, Zhifeng, Zhang, Xinyuan, Qu, Hongyi and Liu, Feng (2019). A dichotomization winding scheme on a novel asymmetric head gradient coil design with an improved force and torque balance. IEEE Transactions on Biomedical Engineering, 66 (12) 8664649, 1-1. doi: 10.1109/tbme.2019.2904213
2018
Journal Article
Reference-based integral MR-EPT: simulation and experiment studies on the 9.4T MRI
Guo, Lei, Jin, Jin, Li, Mingyan, Wang, Yaohui, Liu, Chun yi, Liu, Feng and Crozier, Stuart (2018). Reference-based integral MR-EPT: simulation and experiment studies on the 9.4T MRI. IEEE Transactions on Biomedical Engineering, 66 (7) 8523676, 1-1. doi: 10.1109/tbme.2018.2879667
2018
Journal Article
An actively shielded gradient coil design for use in planar MRI systems with limited space
Wang, Yaohui, Wang, Qiuliang, Guo, Lei, Chen, Zhifeng, Niu, Chaoqun and Liu, Feng (2018). An actively shielded gradient coil design for use in planar MRI systems with limited space. Review of Scientific Instruments, 89 (9) 095110, 095110. doi: 10.1063/1.5043331
Funding
Current funding
Past funding
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
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
-
Master Philosophy
Computationally Efficient Electromagnetic Solver for Medical Imaging
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
-
Master Philosophy
Developing Signal Processing Techniques for Electromagnetic Medical Imaging Using Machine Learning
Associate Advisor
Other advisors: Associate Professor Konstanty Bialkowski, Professor Amin Abbosh
-
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
Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI
Associate Advisor
Other advisors: Emeritus Professor Stuart Crozier, Professor Feng Liu
-
Doctor Philosophy
Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI
Associate Advisor
Other advisors: Emeritus Professor Stuart Crozier, Professor Feng Liu
-
Doctor Philosophy
Universal Deep Learning 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
Universal Deep Learning for Reliable Electromagnetic Imaging and Detection in Inhomogeneous Media
Associate Advisor
Other advisors: Dr Alina Bialkowski, Professor Amin Abbosh
-
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
Completed supervision
-
2025
Doctor Philosophy
Universal Deep Learning for Reliable Electromagnetic Imaging and Detection in Inhomogeneous Media
Associate Advisor
Other advisors: Dr Alina Bialkowski, Professor Amin Abbosh
-
2024
Doctor Philosophy
Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI
Associate Advisor
Other advisors: Emeritus Professor Stuart Crozier, Professor Feng Liu
-
2022
Doctor Philosophy
Data-driven Approaches for Biomedical Electromagnetic Imaging
Associate Advisor
Other advisors: Professor Amin Abbosh
Media
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