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

475 works between 1997 and 2025
All (475) Journal Article (302) Conference Publication (170) Other Outputs (3)

381 - 400 of 475 works

2007

Conference Publication

Numerical study of currents in occupational workers induced by body-motion around high-ultrahigh field MRI magnets

Crozier, Stuart, Trakic, Adnan, Wang, Hua and Liu, Feng (2007). Numerical study of currents in occupational workers induced by body-motion around high-ultrahigh field MRI magnets. Joint Annual Meeting ISMRM-ESMRMB, Berlin, Germany, 19-25 May, 2007.

Numerical study of currents in occupational workers induced by body-motion around high-ultrahigh field MRI magnets

2007

Journal Article

Numerical study of currents in workers induced by body-motion around high-ultrahigh field MRI magnets

Crozier, Stuart, Trakic, Adnan, Wang, Hua and Liu, Feng (2007). Numerical study of currents in workers induced by body-motion around high-ultrahigh field MRI magnets. Journal of Magnetic Resonance Imaging, 26 (5), 1261-1277. doi: 10.1002/jmri.21160

Numerical study of currents in workers induced by body-motion around high-ultrahigh field MRI magnets

2007

Conference Publication

Z-gradient coil optimisation in presence of time-varying eddy currents

Trakic, A., Liu, F., Sanchez Lopez, H., Wang, H and Crozier, S. (2007). Z-gradient coil optimisation in presence of time-varying eddy currents. International Society for Magnetic Resonance in Medicine - ISMRM, Berlin, Germany, 19-25 May, 2007. USA: International Society for Magnetic Resonance in Medicine - ISMRM.

Z-gradient coil optimisation in presence of time-varying eddy currents

2007

Conference Publication

Numerical study of currents in occupational workers induced by body-motion around high-ultrahigh field MRI magnets

Crozier, S., Trakic, A., Wang. H. and Liu, F. (2007). Numerical study of currents in occupational workers induced by body-motion around high-ultrahigh field MRI magnets. International Society for Magnetic Resonance in Medicine, 15th Scientific Meeting and Exhibition, Berlin, Germany, 19-25 May 2007.

Numerical study of currents in occupational workers induced by body-motion around high-ultrahigh field MRI magnets

2007

Conference Publication

An improved hybrid MoM/FDTD technique for MRI RF coils modeling using Huygen's equivalent surface method

Li, B. K., Liu, F., Weber, E., Padhi, S. and Crozier, S. (2007). An improved hybrid MoM/FDTD technique for MRI RF coils modeling using Huygen's equivalent surface method. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2007), Lyon, France, 23-26 August 2007. Piscataway, NJ, United States: IEEE - Institute of Electrical Electronics Engineers . doi: 10.1109/IEMBS.2007.4353185

An improved hybrid MoM/FDTD technique for MRI RF coils modeling using Huygen's equivalent surface method

2007

Journal Article

On evaluation of MRI coil excited radio-frequency fields inside multilayered spherical head phantom - DyadicGreen's function/MoM method

Xia L., Zhu M.-H., Xu B., Wei Q., Liu F. and Crozier S. (2007). On evaluation of MRI coil excited radio-frequency fields inside multilayered spherical head phantom - DyadicGreen's function/MoM method. Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 41 (5), 871-876.

On evaluation of MRI coil excited radio-frequency fields inside multilayered spherical head phantom - DyadicGreen's function/MoM method

2007

Conference Publication

Modelling regulatory compliance of occupationally exposed MRI workers during gradient pulsing

Crozier, Stuart, Wang, Hua, Trakic, Adnan and Liu, Feng (2007). Modelling regulatory compliance of occupationally exposed MRI workers during gradient pulsing. International Society for Magnetic Resonance in Medicine 15th scientific meeting and exhibition, Berlin, Germany, 19- 25 May, 2007.

Modelling regulatory compliance of occupationally exposed MRI workers during gradient pulsing

2007

Conference Publication

On the accurate modeling of a complex antenna for breast tumor detection using a hybrid MOM/FDTD approach

Padhi, S., Liu, F., Li, B. K., Shuley, N. and Crozier, S. (2007). On the accurate modeling of a complex antenna for breast tumor detection using a hybrid MOM/FDTD approach. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2007), Lyon, France, 23-26 August 2007. Piscataway, NJ United States: IEEE. doi: 10.1109/IEMBS.2007.4353881

On the accurate modeling of a complex antenna for breast tumor detection using a hybrid MOM/FDTD approach

2007

Conference Publication

TFSF-FDTD Numerical Computational Method for Evaluation of Transient Eddy Currentsin MRI

Trakic, Adnan, Liu, Feng, Wang, Hua and Crozier, Stuart (2007). TFSF-FDTD Numerical Computational Method for Evaluation of Transient Eddy Currentsin MRI. ISMRM Workshop on Advances in High Field MRI, Asilomar Conference Center, Pacific Grove, California, 25-28 March, 2007. Berkeley, CA: ISMRM.

TFSF-FDTD Numerical Computational Method for Evaluation of Transient Eddy Currentsin MRI

2007

Conference Publication

Modelling regulatory compliance of occupationally exposed MRI workers during gradient pulsing

Wang, Hua, Trakic, Adnan, Liu, Feng and Crozier, Stuart (2007). Modelling regulatory compliance of occupationally exposed MRI workers during gradient pulsing. Joint Annual Meeting ISMRM-ESMRMB, Berlin, Germany, 19-25 May, 2007.

Modelling regulatory compliance of occupationally exposed MRI workers during gradient pulsing

2007

Journal Article

Exposure of workers to pulsed gradients in MRI

Crozier, Stuart, Wang, Hua, Trakic, Adnan and Liu, Feng (2007). Exposure of workers to pulsed gradients in MRI. Journal of Magnetic Resonance Imaging, 26 (5), 1236-1254. doi: 10.1002/jmri.21162

Exposure of workers to pulsed gradients in MRI

2007

Conference Publication

An improved quasi-static finite-difference scheme for induced field evaluation in MRI based on the biconjugate gradient method

Wang, H., Liu, F., Trakic, A., Xia, L. and Crozier, S. (2007). An improved quasi-static finite-difference scheme for induced field evaluation in MRI based on the biconjugate gradient method. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2007), Lyon, France, 23-26 August 2007. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/IEMBS.2007.4352329

An improved quasi-static finite-difference scheme for induced field evaluation in MRI based on the biconjugate gradient method

2007

Conference Publication

3D-gradient coil structures for MRI designed using fuzzy membership functions

Sanchez, H., Liu, F., Trakic, A., Weber, E. and Crozier, S. (2007). 3D-gradient coil structures for MRI designed using fuzzy membership functions. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2007), Lyon, France, 23-26 August 2007. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/IEMBS.2007.4352721

3D-gradient coil structures for MRI designed using fuzzy membership functions

2007

Conference Publication

Forward and inverse solutions of electrocardiography problem using an adaptive BEM method

Shou G., Xia L., Jiang M., Liu F. and Crozier S. (2007). Forward and inverse solutions of electrocardiography problem using an adaptive BEM method. 4th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2007, Salt Lake City, UT, June 7, 2007-June 9, 2007. Springer Verlag. doi: 10.1007/978-3-540-72907-5_30

Forward and inverse solutions of electrocardiography problem using an adaptive BEM method

2007

Conference Publication

3D-gradient coil structures for breast imaging using fuzzy membership functions, Part II

Sanchez Lopez, H., Liu, F., Weber, E. and Crozier, S. (2007). 3D-gradient coil structures for breast imaging using fuzzy membership functions, Part II. International Society for Magnetic Resonance in Medicine - ISMRM, Berlin, Germany, 19-25 May, 2007. USA: International Society for Magnetic Resonance in Medicine - ISMRM.

3D-gradient coil structures for breast imaging using fuzzy membership functions, Part II

2006

Journal Article

Effect Of Cardiac Motion On Body Surface Electrocardiographic Potentials: An MRI-Based Simulation Study

Wei, Qing, Liu, Feng, Appleton, Ben, Xia, Ling, Liu, Nianjun, Wilson, Stephen, Riley, Robyn, Strugnel, Wendy, Slaughter, Richard, Denman, Russel and Crozier, Stuart (2006). Effect Of Cardiac Motion On Body Surface Electrocardiographic Potentials: An MRI-Based Simulation Study. Physics in Medicine and Biology, 51 (14) 009, 3405-3418. doi: 10.1088/0031-9155/51/14/009

Effect Of Cardiac Motion On Body Surface Electrocardiographic Potentials: An MRI-Based Simulation Study

2006

Journal Article

Simulation study of body surface ECG based on a dynamic heart model

Xia, Ling, Ye, Xue-Song, Huo, Mei-Mei and Liu, Feng (2006). Simulation study of body surface ECG based on a dynamic heart model. Chinese Journal of Biomedical Engineering, 25 (3), 257-262.

Simulation study of body surface ECG based on a dynamic heart model

2006

Journal Article

FDTD investigations into UWB radar technique of breast tumor detection and location

Wang, Hua, Bialkowski, Marek E., Liu, Feng and Crozier, Stuart (2006). FDTD investigations into UWB radar technique of breast tumor detection and location. African Journal of Information and Communication Technology, 2 (2), 81-87. doi: 10.5130/ajict.v2i2.230

FDTD investigations into UWB radar technique of breast tumor detection and location

2006

Journal Article

Multiple-acquisition parallel imaging combined with a transceive array for the amelioration of high-field RF distortion: a modeling study

Li, Bing Keong, Xu, Bin, Liu, Feng and Crozier, Stuart (2006). Multiple-acquisition parallel imaging combined with a transceive array for the amelioration of high-field RF distortion: a modeling study. Concepts in Magnetic Resonance Part B: Magnetic Resonance Engineering, 29B (2), 95-105. doi: 10.1002/cmr.b.20060

Multiple-acquisition parallel imaging combined with a transceive array for the amelioration of high-field RF distortion: a modeling study

2006

Conference Publication

A magnetization mapping approach for passive shim design in MRI

Sanchez Lopez, H, Liu, F, Trakic, A. and Crozier, S (2006). A magnetization mapping approach for passive shim design in MRI. 28th Annual International Conference IEEE Engineering in Medicine and Biology Society, New York, USA, 30 August - 3 September, 2006. USA: IEEE. doi: 10.1109/IEMBS.2006.259480

A magnetization mapping approach for passive shim design in MRI

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

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

    Principal Advisor

    Other advisors: Associate Professor Kai-Hsiang Chuang

  • Doctor Philosophy

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

    Principal Advisor

    Other advisors: Dr Hongfu Sun

  • 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

    Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI

    Principal Advisor

    Other advisors: Emeritus Professor Stuart Crozier, Dr Lei Guo

  • 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

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

    Principal Advisor

    Other advisors: Associate Professor Kai-Hsiang Chuang

  • Doctor Philosophy

    Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI

    Principal Advisor

    Other advisors: Emeritus Professor Stuart Crozier, Dr Lei Guo

  • Doctor Philosophy

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

    Principal Advisor

  • Doctor Philosophy

    The design of metamaterial RF shield to reduce specific absorption rate and improve B1 efficiency for ultra-high field MRI

    Principal Advisor

    Other advisors: Emeritus Professor Stuart Crozier, Dr Lei Guo

  • Doctor Philosophy

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

    Principal Advisor

  • Doctor Philosophy

    Advance low-field MRI with deep learning fused techonologies

    Principal Advisor

  • Doctor Philosophy

    MR image processing through advanced optimisation techniques and deep learning

    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

    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 optimization techniques and deep learning

    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

    Generalizable and robust quantitative susceptibility mapping using deep learning

    Associate Advisor

    Other advisors: Dr Hongfu Sun

  • Doctor Philosophy

    MRI methods development through 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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