Dr Lei Guo
Dr

Lei Guo

Email: 

Availability

Dr Lei Guo is:
Available for supervision

Qualifications

  • Bachelor of Science, Xidian University
  • Masters (Coursework) of Electrical Engineering, The University of Queensland
  • Doctor of Philosophy of Electrical Engineering, The University of Queensland

Search Professor Lei Guo’s works on UQ eSpace

74 works between 2012 and 2025
All (74) Journal Article (55) Other Outputs (2) Conference Publication (17)

21 - 40 of 74 works

2024

Journal Article

Asymmetrical planar folded dipole antennas for human body MRI at 7 T

Chen, Haiwei, Guo, Lei, Lou, Feiyang, Gao, Yang, Quan, Zhiyan, Liu, Chunyi, Boulant, Nicolas, Liu, Feng and Zhang, Xiaotong (2024). Asymmetrical planar folded dipole antennas for human body MRI at 7 T. IEEE Transactions on Antennas and Propagation, PP (99), 1-1. doi: 10.1109/tap.2024.3513639

Asymmetrical planar folded dipole antennas for human body MRI at 7 T

2024

Journal Article

Dual-sense circularly polarized substrate integrated waveguide antenna for deep torso imaging

Mousavi, Seyed Mohammad Hadi, Sultan, Kamel, Guo, Lei, Janani, Azin S., Bialkowski, Konstanty and Abbosh, Amin M. (2024). Dual-sense circularly polarized substrate integrated waveguide antenna for deep torso imaging. IEEE Transactions on Antennas and Propagation, 73 (1), 1-1. doi: 10.1109/tap.2024.3509212

Dual-sense circularly polarized substrate integrated waveguide antenna for deep torso imaging

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

Training universal deep-learning networks for electromagnetic medical imaging using a large database of randomized objects

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

Mechanical properties and wound healing potential of bacterial cellulose-xyloglucan-dextran hydrogels

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

An explainable deep learning method for microwave head stroke localization

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

Microwave imaging using cascaded convolutional neural networks

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

Liquid crystal tunable stripline phase shifter

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

Brain injury localization and size estimation using electromagnetic symmetric crossing lines method

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

Stroke diagnosis using microwave techniques: review of systems and algorithms

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

Adaptive clustering distorted born iterative method for microwave brain tomography with stroke detection and classification

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

A tripartite data-driven approach for wide-band electromagnetic imaging

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

The influence of alkaline treatment on the mechanical and structural properties of bacterial cellulose

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

Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke

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.

Apparatus and process for medical imaging

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

Calibrated frequency-division distorted born iterative tomography for real-life head imaging

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

Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRI

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

Stroke classification in simulated electromagnetic imaging using graph approaches

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

Graph attention network in microwave imaging for anomaly localization

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

Microwave tomography using random multiple-input-multiple-output contrast source inversion

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

Divergence-based magnetic resonance electrical properties tomography

Current funding

  • 2025 - 2029
    Realtime Three-Dimensional Near-Field Microwave Imaging System
    ARC Discovery Projects
    Open grant
  • 2025 - 2026
    Strengthen Teaching and Learning Through Research and Innovation: Upskilling People and Process
    Commonwealth Department of Foreign Affairs & Trade
    Open grant
  • 2024 - 2027
    Next-Generation Solvers for Complex Microwave Engineering Problems
    ARC Discovery Projects
    Open grant

Past funding

  • 2021 - 2023
    Novel techniques for monitoring and classifying brain stroke
    Advance Queensland Industry Research Fellowships
    Open grant
  • 2019 - 2020
    Design of a Novel Radio-Frequency System for Ultra-High Field MRI
    UQ Early Career Researcher
    Open grant
  • 2018 - 2025
    Development of metamaterials in ultra-highfield MRI system
    Research Donation Generic
    Open grant
  • 2017 - 2018
    Portable microwave brain scanner
    UniQuest Pty Ltd
    Open grant

Availability

Dr Lei Guo is:
Available for supervision

Looking for a supervisor? Read our advice on how to choose 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

Completed supervision

Enquiries

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