Professor Feng Liu
Professor

Feng Liu

Email: 
Phone: 
+61 7 336 53982

Availability

Professor Feng Liu is:
Available for supervision
Media expert

Fields of research

Biomedical engineering

Qualifications

  • Bachelor of Engineering, Shandong University (山东大学)
  • Masters (Coursework) of Science, Shandong University (山东大学)
  • Doctor of Philosophy, Zhejiang University

Research interests

  • Research interests

    My research lies in medical imaging, with the focus on magnetic resonance imaging (MRI) hardware design and electromagnetic analysis + cardiac electrical function imaging. My current research program includes: (1) Magnetic Resonance Engineering (Electromagnetic Analysis and Design); (2) Magnetic Resonance Imaging (MRI Image reconstruction, including parallel imaging, compressed sensing, etc.); (3) Bioelectromagnetism (AI-based ECG; TMS designs); (4) Computational Electromagnetics (in particular, Finite-difference Time-domain (FDTD)); (5) Engineering Optimization; (6) High-performance Parallel Computing (in particular, GPU computing). (7) Machine learning/deep learning based medical imaging. I am currently recruiting graduate students. Check out Available Projects for details. Open to both Domestic and International students currently onshore.

Search Professor Feng Liu’s works on UQ eSpace

529 works between 1997 and 2025
All (529) Journal Article (350) Conference Publication (176) Other Outputs (3)

1 - 20 of 529 works

2025

Journal Article

Availability, mobility and reactivity of oxygen species in Ag/CeMnOx composite oxide for promoted catalytic soot combustion

Chen, Longwen, Guo, Libing, Wei, Yingxi, Xiao, Guijing, Liu, Feng, Chen, Yanwu, Jin, Xiaojing, Zhu, Yongyang, Huang, Haowei and Lin, Yifan (2025). Availability, mobility and reactivity of oxygen species in Ag/CeMnOx composite oxide for promoted catalytic soot combustion. Journal of Environmental Chemical Engineering, 13 (5) 117454, 117454. doi: 10.1016/j.jece.2025.117454

Availability, mobility and reactivity of oxygen species in Ag/CeMnOx composite oxide for promoted catalytic soot combustion

2025

Journal Article

An L0‐Norm–Based Method for Passive Shimming Design in MRI: A Simulation‐Based Study

Wang, Wenchen, Wang, Yaohui, Wei, Riyu, Weber, Ewald and Liu, Feng (2025). An L0‐Norm–Based Method for Passive Shimming Design in MRI: A Simulation‐Based Study. NMR in Biomedicine, 38 (8) e70085. doi: 10.1002/nbm.70085

An L0‐Norm–Based Method for Passive Shimming Design in MRI: A Simulation‐Based Study

2025

Journal Article

The proteome of the late Middle Pleistocene Harbin individual

Fu, Qiaomei, Bai, Fan, Rao, Huiyun, Chen, Shaokun, Ji, Yannan, Liu, Aoran, Bennett, E. Andrew, Liu, Feng and Ji, Qiang (2025). The proteome of the late Middle Pleistocene Harbin individual. Science. doi: 10.1126/science.adu9677

The proteome of the late Middle Pleistocene Harbin individual

2025

Journal Article

Prehistoric genomes from Yunnan reveal ancestry related to Tibetans and Austroasiatic speakers

Wang, Tianyi, Yang, Melinda A., Zhu, Zhonghua, Ma, Minmin, Shi, Han, Speidel, Leo, Min, Rui, Yuan, Haibing, Jiang, Zhilong, Hu, Changcheng, Li, Xiaorui, Zhao, Dongyue, Bai, Fan, Cao, Peng, Liu, Feng, Dai, Qingyan, Feng, Xiaotian, Yang, Ruowei, Wu, Xiaohong, Liu, Xu, Zhang, Ming, Ping, Wanjing, Liu, Yichen, Wan, Yang, Yang, Fan, Zhou, Ranchao, Kang, Lihong, Dong, Guanghui, Stoneking, Mark and Fu, Qiaomei (2025). Prehistoric genomes from Yunnan reveal ancestry related to Tibetans and Austroasiatic speakers. Science, 388 (6750), 6750. doi: 10.1126/science.adq9792

Prehistoric genomes from Yunnan reveal ancestry related to Tibetans and Austroasiatic speakers

2025

Journal Article

Ancient Mitogenomes Reveal the Maternal Genetic History of East Asian Gray Wolves (<i>Canis lupus</i>)

Zhang, Ming, Wang, Caihui, Zheng, Yuyan, Ni, Xijun, Hu, Songmei, Zhuang, Lina, Guo, Mingjian, Dai, Qingyan, Cao, Peng, Ren, Lele, Dong, Guanghui, Yang, Ruowei, Liu, Feng, Feng, Xiaotian, Hou, Hongwei, Wang, Hui, Wang, Weilin, Zhang, Lizhao, Bennett, E. Andrew and Fu, Qiaomei (2025). Ancient Mitogenomes Reveal the Maternal Genetic History of East Asian Gray Wolves (Canis lupus). Integrative Zoology. doi: 10.1111/1749-4877.13005

Ancient Mitogenomes Reveal the Maternal Genetic History of East Asian Gray Wolves (<i>Canis lupus</i>)

2025

Journal Article

Frequency-Aware Diffusion Model for Multi-Modal MRI Image Synthesis

Jiang, Mingfeng, Jia, Peihang, Huang, Xin, Yuan, Zihan, Ruan, Dongsheng, Liu, Feng and Xia, Ling (2025). Frequency-Aware Diffusion Model for Multi-Modal MRI Image Synthesis. Journal of Imaging, 11 (5) 152, 152-5. doi: 10.3390/jimaging11050152

Frequency-Aware Diffusion Model for Multi-Modal MRI Image Synthesis

2025

Journal Article

Cryogen-free superconducting magnetic resonance imaging system: A review

Wang, Yaohui, Wu, Pengfei, Wang, Wenchen, Wang, Hui, Chen, Shunzhong, Sun, Jinshui and Liu, Feng (2025). Cryogen-free superconducting magnetic resonance imaging system: A review. Fundamental Research. doi: 10.1016/j.fmre.2025.05.006

Cryogen-free superconducting magnetic resonance imaging system: A review

2025

Conference Publication

Microwave Imaging Fusion for Brain Tumours Detection

Luo, Xueying, Zhu, Guohun and Liu, Feng (2025). Microwave Imaging Fusion for Brain Tumours Detection. 11th International Symposium on Computational Intelligence and Industrial Applications ISCIIA 2024, Beijing, China, 1–5 November 2024. Singapore: Springer. doi: 10.1007/978-981-96-4756-9_9

Microwave Imaging Fusion for Brain Tumours Detection

2025

Journal Article

Integrated Sensors Based on Low-Temperature Co-Fired Ceramic Technology for the Inside Pressure and Temperature Monitoring of Lithium-Ion Batteries

Han, Wanjia, Ma, Mingsheng, Guo, Yitong, Yang, Zexi, Liu, Zeyan, Liu, Feng, Feng, Jingjing, Zhang, Faqiang, Lyu, Yingchun, Lu, Shigang, Li, Yongxiang, Bian, Jianjiang and Liu, Zhifu (2025). Integrated Sensors Based on Low-Temperature Co-Fired Ceramic Technology for the Inside Pressure and Temperature Monitoring of Lithium-Ion Batteries. Sensors, 25 (7), 2095-7. doi: 10.3390/s25072095

Integrated Sensors Based on Low-Temperature Co-Fired Ceramic Technology for the Inside Pressure and Temperature Monitoring of Lithium-Ion Batteries

2025

Journal Article

Quantitative susceptibility mapping via deep neural networks with iterative reverse concatenations and recurrent modules

Li, Min, Chen, Chen, Xiong, Zhuang, Liu, Yin, Rong, Pengfei, Shan, Shanshan, Liu, Feng, Sun, Hongfu and Gao, Yang (2025). Quantitative susceptibility mapping via deep neural networks with iterative reverse concatenations and recurrent modules. Medical Physics, 52 (6), 4341-4354. doi: 10.1002/mp.17747

Quantitative susceptibility mapping via deep neural networks with iterative reverse concatenations and recurrent modules

2025

Journal Article

MRF-mixer: a simulation-based deep learning framework for accelerated and accurate magnetic resonance fingerprinting reconstruction

Ding, Tianyi, Gao, Yang, Xiong, Zhuang, Liu, Feng, Cloos, Martijn A. and Sun, Hongfu (2025). MRF-mixer: a simulation-based deep learning framework for accelerated and accurate magnetic resonance fingerprinting reconstruction. Information, 16 (3) 218, 218. doi: 10.3390/info16030218

MRF-mixer: a simulation-based deep learning framework for accelerated and accurate magnetic resonance fingerprinting reconstruction

2025

Journal Article

East Asian Gene flow bridged by northern coastal populations over past 6000 years

Liu, Juncen, Liu, Yichen, Zhao, Yongsheng, Zhu, Chao, Wang, Tianyi, Zeng, Wen, Sun, Bo, Wang, Fen, Han, Hui, Li, Zhenguang, Feng, Xiaotian, Cao, Peng, Luan, Fengshi, Liu, Feng, Dai, Qingyan, Guo, Junfeng, Wang, Zimeng, Wei, Chengmin, Wei, Qiaowei, Yang, Ruowei, Hou, Weihong, Ping, Wanjing, Bai, Fan, Miao, Bo, Wang, Wenjun, Yang, Melinda A. and Fu, Qiaomei (2025). East Asian Gene flow bridged by northern coastal populations over past 6000 years. Nature Communications, 16 (1) 1322, 1. doi: 10.1038/s41467-025-56555-w

East Asian Gene flow bridged by northern coastal populations over past 6000 years

2025

Journal Article

Respiratory rate estimation from photoplethysmogram baseline wandering by harmonic analysis and sequential fusion

Zhang, Chi, Wei, Shaoming, Dong, Ge, Zeng, Yajun, Zhu, Guohun, Zhou, Xujuan and Liu, Feng (2025). Respiratory rate estimation from photoplethysmogram baseline wandering by harmonic analysis and sequential fusion. Biomedical Signal Processing and Control, 100 107006. doi: 10.1016/j.bspc.2024.107006

Respiratory rate estimation from photoplethysmogram baseline wandering by harmonic analysis and sequential fusion

2025

Journal Article

The future of zebrafish research: highlights from the 18th International Zebrafish Conference

Bian, Chenyang, Ma, Dongyuan and Liu, Feng (2025). The future of zebrafish research: highlights from the 18th International Zebrafish Conference. Journal of Genetics and Genomics, 52 (1), 1-3. doi: 10.1016/j.jgg.2024.09.006

The future of zebrafish research: highlights from the 18th International Zebrafish Conference

2025

Journal Article

Design, fabrication and test of a lightweight 3.0&nbsp;T cryogen-free MRI system with GM refrigerator for imaging small animals and materials

Liu, Jinhao, Wang, Miutian, Sun, Youheng, Lin, Kaisheng, Wang, Wenchen, Wang, Yaohui, Wang, Weimin, Wang, Qiuliang and Liu, Feng (2025). Design, fabrication and test of a lightweight 3.0&nbsp;T cryogen-free MRI system with GM refrigerator for imaging small animals and materials. IEEE Transactions on Biomedical Engineering. doi: 10.1109/tbme.2025.3544283

Design, fabrication and test of a lightweight 3.0&nbsp;T cryogen-free MRI system with GM refrigerator for imaging small animals and materials

2025

Journal Article

A magnetically compatible, arbitrary positioning system for accurate spatial mapping of magnetic fields for shimming studies in MRI

Yin, Yiqing, Wang, Wenchen, Zhao, Shihe, Wang, Hui, Cheng, Junsheng, Chen, Shunzhong, Yang, Wenhui, Liu, Feng and Wang, Yaohui (2025). A magnetically compatible, arbitrary positioning system for accurate spatial mapping of magnetic fields for shimming studies in MRI. Magnetic Resonance Letters 200191, 200191. doi: 10.1016/j.mrl.2025.200191

A magnetically compatible, arbitrary positioning system for accurate spatial mapping of magnetic fields for shimming studies in MRI

2025

Journal Article

Complex-valued image reconstruction for compressed sensing MRI using hierarchical constraint

Bi, Xue, Liu, Xinwen, Chen, Zhifeng, Chen, Hongli, Du, Yajun, Chen, Huizu, Huang, Xiaoli and Liu, Feng (2025). Complex-valued image reconstruction for compressed sensing MRI using hierarchical constraint. Magnetic Resonance Imaging, 115 110267, 1-13. doi: 10.1016/j.mri.2024.110267

Complex-valued image reconstruction for compressed sensing MRI using hierarchical constraint

2025

Journal Article

Electrolyte design enabling practical lithium/sulfur batteries <i>via</i> interfacial manipulation and inhibited polysulfide dissolution

Lin, Yilong, Zhang, Zexian, Wu, Junru, Wang, Jiayi, Jia, Yuqing, Jin, Xiaojin, Liu, Feng, Huang, Sheng, Chen, Yanwu and Meng, Yuezhong (2025). Electrolyte design enabling practical lithium/sulfur batteries via interfacial manipulation and inhibited polysulfide dissolution. Journal of Materials Chemistry A, 13 (24), 18793-18799. doi: 10.1039/d4ta08915d

Electrolyte design enabling practical lithium/sulfur batteries <i>via</i> interfacial manipulation and inhibited polysulfide dissolution

2024

Journal Article

R(3780) resonance interpreted as the 13D1-wave dominant state of charmonium from precise measurements of the cross section of e+ e- → hadrons

Ablikim, M., Achasov, M. N., Adlarson, P., Ai, X. C., Aliberti, R., Amoroso, A., An, M. R., An, Q., Bai, Y., Bakina, O., Balossino, I., Ban, Y., Batozskaya, V., Begzsuren, K., Berger, N., Berlowski, M., Bertani, M., Bettoni, D., Bianchi, F., Bianco, E., Bloms, J., Bortone, A., Boyko, I., Briere, R. A., Brueggemann, A., Cai, H., Cai, X., Calcaterra, A., Cao, G. F. ... Zu, J. (2024). R(3780) resonance interpreted as the 13D1-wave dominant state of charmonium from precise measurements of the cross section of e+ e- → hadrons. Physical Review Letters, 133 (24) 241902, 1-10. doi: 10.1103/PhysRevLett.133.241902

R(3780) resonance interpreted as the 13D1-wave dominant state of charmonium from precise measurements of the cross section of e+ e- → hadrons

2024

Journal Article

Ultrahigh-field animal MRI system with advanced technological update

Wang, Yaohui, Zhou, Guyue, Chen, Haoran, Wu, Pengfei, Yang, Wenhui, Liu, Feng and Wang, Qiuliang (2024). Ultrahigh-field animal MRI system with advanced technological update. npj Imaging, 2 (1) 54, 1-10. doi: 10.1038/s44303-024-00060-0

Ultrahigh-field animal MRI system with advanced technological update

Current funding

  • 2024 - 2027
    Quantum-Enabled Low-Field Magnetic Resonance Imaging for High-Performance Sport
    Quantum 2032 Challenge Program
    Open grant
  • 2024 - 2026
    Disambiguating Parkinson's disease from disorders with mimicking symptoms using ultra-high-field (7 Tesla) multi-modal MRI
    NHMRC IDEAS Grants
    Open grant
  • 2023 - 2026
    Tissue Bio-physicochemical Quantification Using Magnetic Resonance Imaging
    ARC Discovery Projects
    Open grant
  • 2022 - 2025
    Evaluation of 7T 8-channel MRI coil for imaging of the human spine
    Aix-Marseille University
    Open grant

Past funding

  • 2023 - 2024
    Versatile Physical Property Measurement System for South-East Queensland (ARC LIEF administered by Queensland University of Technology)
    Queensland University of Technology
    Open grant
  • 2018 - 2022
    Dielectric contrast imaging for 7 Tesla Magnetic Resonance applications
    ARC Discovery Projects
    Open grant
  • 2016 - 2020
    Rotating Radiofrequency Phased-array for 7 Tesla Magnetic Resonance Imaging
    ARC Discovery Projects
    Open grant
  • 2014 - 2016
    Advanced Magnetic Resonance Imaging at 7 Tesla: Resolving the fundamental radiofrequency field-tissue interaction problem at ultra-high field
    ARC Discovery Projects
    Open grant
  • 2013 - 2016
    Heteronuclear parallel imaging and spectroscopy for Magnetic Resonance
    ARC Linkage Projects
    Open grant
  • 2013 - 2016
    Real-time cardiac magnetic resonance imaging: a compressed-sensing framework incorporating sensor design and multidimensional signal reconstruction
    ARC Discovery Projects
    Open grant
  • 2010 - 2012
    Solutions for reducing magnetic resonance image degradations and tissue heating at high frequencies
    ARC Discovery Projects
    Open grant
  • 2010
    UQ Travel Awards #2 - Feng LIU
    UQ Travel Grants Scheme
    Open grant
  • 2008 - 2011
    Transceive Phased Arrays for Parallel Imaging in High Field Magnetic Resonance Microscopy.
    ARC Linkage Projects
    Open grant
  • 2007 - 2011
    UQ Mid-Career Research Fellowship Start-Up Funding: Bioelectromagnetics and medical diagnostics
    UQ Mid-Career Research Fellowship
    Open grant
  • 2005 - 2007
    Cardiac electrographic modelling and analysis
    ARC Discovery Projects
    Open grant

Availability

Professor Feng Liu is:
Available for supervision

Before you email them, read our advice on how to contact a supervisor.

Available projects

  • AI-based Magnetic Resonance Imaging

  • Novel Hardware design in MRI

  • AI-based ECG study

  • Computational Electromagnetics and Its Application in MRI

  • Novel Imaging Methods in MRI

Supervision history

Current supervision

  • Doctor Philosophy

    A novel radio-frequency (RF) antenna system for X-nuclei magnetic resonance imaging

    Principal Advisor

  • Doctor Philosophy

    Improving Artificial Intelligence And Deep Learning Algorithms In Super-Resolution Imaging

    Principal Advisor

    Other advisors: Associate Professor Kai-Hsiang Chuang

  • Doctor Philosophy

    Radio-frequency system design for magnetic resonance imaging at 7 Tesla

    Principal Advisor

  • Doctor Philosophy

    Combined Compressed sensing and machine learning/deep learning methods for rapid MRI

    Principal Advisor

    Other advisors: Professor Kwun Fong, Associate Professor Henry Marshall, Dr Hongfu Sun

  • Doctor Philosophy

    Passive shimming and electromagnetic contrast imaging at ultrahigh field MRI

    Principal Advisor

  • Doctor Philosophy

    Diagnosis of Arrhythmia using ECG signal classification by neural networks

    Principal Advisor

  • Doctor Philosophy

    AI-empowered super-resolution MRI

    Principal Advisor

  • Doctor Philosophy

    Robust and generalizable deep Learning quantitative susceptibility mapping for human brains

    Associate Advisor

    Other advisors: Dr Hongfu Sun

  • Doctor Philosophy

    MR image processing through advanced optimisation techniques and deep learning

    Associate Advisor

    Other advisors: Dr Hongfu Sun

  • Doctor Philosophy

    MRI methods development through deep learning

    Associate Advisor

    Other advisors: Dr Hongfu Sun

  • Doctor Philosophy

    Development of novel deep learning methods for medical imaging

    Associate Advisor

    Other advisors: Dr Nan Ye, Dr Hongfu Sun

  • Doctor Philosophy

    MR image processing through advanced optimisation techniques and deep learning

    Associate Advisor

    Other advisors: Dr Hongfu Sun

Completed supervision

Enquiries

Contact Professor Feng Liu directly for media enquiries about:

  • BioElectromagnetics
  • BioMechanical Engineering
  • Biomedical Engineering
  • Computational Electromagnetics
  • Engineering optimisation
  • Magnetic Resonance Imaging (MRI)

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