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

482 works between 1997 and 2025
All (482) Journal Article (309) Conference Publication (170) Other Outputs (3)

461 - 480 of 482 works

2004

Conference Publication

An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI

Wei, Q., Crozier, S., Xia, L. and Liu, F. (2004). An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI. The Twenty-Sixth Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEMBS '04), San Francisco, U.S.A., 1-5 September 2004. Piscataway, NJ, U.S.A.: IEEE Engineering in Medicine and Biology Society. doi: 10.1109/IEMBS.2004.1403360

An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI

2004

Conference Publication

Motion analysis of right ventricular wall based on an electromechanical biventricular model

Xia, L., Huo, M., Liu, F., He, B. and Crozier, S. (2004). Motion analysis of right ventricular wall based on an electromechanical biventricular model. The Twenty-Sixth Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEMBS '04), San Francisco, United States, 1-5 September 2004. Piscataway, NJ, United States: IEEE Engineering in Medicine and Biology Society. doi: 10.1109/IEMBS.2004.1403304

Motion analysis of right ventricular wall based on an electromechanical biventricular model

2004

Conference Publication

An inverse methodology for high frequency RF head coil design with pre-emphasized B1 field in MRI

Xu, B., Crozier, S., Li, B. K., Wei, Q. and Liu, F. (2004). An inverse methodology for high frequency RF head coil design with pre-emphasized B1 field in MRI. 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2004, San Francisco, CA, United States, 1-5 September 2004. Washington, DC, United States: Alliance for Engineering in Medicine and Biology.

An inverse methodology for high frequency RF head coil design with pre-emphasized B1 field in MRI

2003

Journal Article

On the induced electric field gradients in the human body for magnetic stimulation by gradient coils in MRI

Liu, Feng, Zhao, Huawei and Crozier, S. (2003). On the induced electric field gradients in the human body for magnetic stimulation by gradient coils in MRI. IEEE Transactions On Biomedical Engineering, 50 (7), 804-815. doi: 10.1109/TBME.2003.813538

On the induced electric field gradients in the human body for magnetic stimulation by gradient coils in MRI

2003

Journal Article

A high definition, finite difference time domain method

Zhao, Huawei W., Crozier, Stuart and Liu, Feng (2003). A high definition, finite difference time domain method. Applied Mathematical Modelling, 27 (5), 409-419. doi: 10.1016/S0307-904X(03)00049-0

A high definition, finite difference time domain method

2003

Journal Article

Calculation of electric fields induced by body and head motion in high-field MRI

Liu, Feng, Zhao, Huawei and Crozier, Stuart (2003). Calculation of electric fields induced by body and head motion in high-field MRI. Journal of Magnetic Resonance, 161 (1), 99-107. doi: 10.1016/S1090-7807(02)00180-5

Calculation of electric fields induced by body and head motion in high-field MRI

2003

Conference Publication

Numerical simulation of the field and frequency limits for volume coils in MRI

Xu, B., Gregg, I., Crozier, S. and Liu, F. (2003). Numerical simulation of the field and frequency limits for volume coils in MRI. The Eighth Australian and New Zealand Intelligent Information Systems Conference, Sydney, 10-12 December, 2003. Brisbane: Queensland University of Technology.

Numerical simulation of the field and frequency limits for volume coils in MRI

2003

Conference Publication

An FDTD model for field calculations in MRI systems

Liu, F. and Crozier, S. (2003). An FDTD model for field calculations in MRI systems. The World Congress of Biomedical Engineering and Medical Physics, Sydney, 24-29 August, 2003. Sydney: World Congress of Biomedical Engineering and Medical Physics.

An FDTD model for field calculations in MRI systems

2003

Conference Publication

Modelling the effect of MRI gradient switches on electrocardiograms

Liu, F., Zhao, H., Xia, L. and Crozier, S. (2003). Modelling the effect of MRI gradient switches on electrocardiograms. The International Society for Magnetic Resonance in Medicine, Toronto, Canada, 10-16 July, 2003. Berkeley, CA: International Society for Magnetic Resonance in Medicine.

Modelling the effect of MRI gradient switches on electrocardiograms

2003

Journal Article

Analysis of the influence of the electrical asynchrony on regional mechanics of the infarcted left ventricle using electromechanical heart models

Liu, Feng, Xia, Ling and Zhang, Xin (2003). Analysis of the influence of the electrical asynchrony on regional mechanics of the infarcted left ventricle using electromechanical heart models. JSME International Journal, Series A: Solid Mechanics and Material Engineering, 46 (1), 1-9. doi: 10.1299/jsmea.46.1

Analysis of the influence of the electrical asynchrony on regional mechanics of the infarcted left ventricle using electromechanical heart models

2003

Conference Publication

Numerical evaluation of an 8-element phased array torso coil for magnetic resonance imaging

Liu, F., Li, J.B.K.J., Gregg, I., Shuley, N. V. Z. and Crozier, S. (2003). Numerical evaluation of an 8-element phased array torso coil for magnetic resonance imaging. The Eighth Australian and New Zealand Intelligent Information Systems Conference, Sydney, 10-12 December, 2003. Brisbane: Queensland University of Technology.

Numerical evaluation of an 8-element phased array torso coil for magnetic resonance imaging

2003

Journal Article

Influence of magnetically-induced E-fields on cardiac electric activity during MRI: A modeling study

Liu, F., Xia, L. and Crozier, S. (2003). Influence of magnetically-induced E-fields on cardiac electric activity during MRI: A modeling study. Magnetic Resonance In Medicine, 50 (6), 1180-1188. doi: 10.1002/mrm.10639

Influence of magnetically-induced E-fields on cardiac electric activity during MRI: A modeling study

2003

Conference Publication

Motion analysis of right ventricular wall based on an electromechanical biventricular model

Crozier, S., Huo, M., Xia, L. and Liu, F. (2003). Motion analysis of right ventricular wall based on an electromechanical biventricular model. The World Congress on Biomedical Engineering and Medical Physics, Sydney, 24-29 August, 2003. Sydney: World Congress on Biomedical Engineering and Medical Physics.

Motion analysis of right ventricular wall based on an electromechanical biventricular model

2003

Conference Publication

Numerical analysis of the RF field of reentrant cavity MRI Resonator at 11T loaded with a human brain

Crozier, S., Liu, F., Xu, B., Beck, B. and Blackband, S. (2003). Numerical analysis of the RF field of reentrant cavity MRI Resonator at 11T loaded with a human brain. The World Congress of Biomedical Engineering and Medical Physics, Sydney, 24-29 August, 2003. Sydney: World Congress of Biomedical Engineering and Medical Physics.

Numerical analysis of the RF field of reentrant cavity MRI Resonator at 11T loaded with a human brain

2003

Journal Article

A new approach to the solution of Maxwell's equations for low frequency and high-resolution biomedical problems

Zhao, Huawei, Crozier, Stuart and Liu, Feng (2003). A new approach to the solution of Maxwell's equations for low frequency and high-resolution biomedical problems. ANZIAM Journal, 44 (E), C851-C867.

A new approach to the solution of Maxwell's equations for low frequency and high-resolution biomedical problems

2002

Conference Publication

The simulation study of the influence of electrical asynchrony on regional mechanics of the ischemic ventricle using electromechanical heart models

Xia, L., Huo, M. and Liu, F. (2002). The simulation study of the influence of electrical asynchrony on regional mechanics of the ischemic ventricle using electromechanical heart models.

The simulation study of the influence of electrical asynchrony on regional mechanics of the ischemic ventricle using electromechanical heart models

2002

Conference Publication

Simulation study of the potential hazards of cardiac stimulation by induced eddy-currents in modern MRI

Xia, Ling, Liu, F. and Zhao, H. (2002). Simulation study of the potential hazards of cardiac stimulation by induced eddy-currents in modern MRI.

Simulation study of the potential hazards of cardiac stimulation by induced eddy-currents in modern MRI

2002

Journal Article

Construction of three dimensional composite finite element mechanical model of human left ventricle

Wu, Guo-hua, Liu, Feng, Xia, Ling and Lu, Wei-xue (2002). Construction of three dimensional composite finite element mechanical model of human left ventricle. Chinese Journal of Biomedical Engineering, 21 (5), 404-410.

Construction of three dimensional composite finite element mechanical model of human left ventricle

2002

Journal Article

Finite-difference time-domain-based studies of MRI pulsed field gradient-induced eddy currents inside the human body

Liu, Feng, Crozier, Stuart, Zhao, Huawei and Lawrence, Ben (2002). Finite-difference time-domain-based studies of MRI pulsed field gradient-induced eddy currents inside the human body. Concepts in magnetic resonance. Part B, Magnetic resonance engineering [electronic resource], 15 (1), 26-36. doi: 10.1002/cmr.10011

Finite-difference time-domain-based studies of MRI pulsed field gradient-induced eddy currents inside the human body

2002

Journal Article

Finite difference time domain (FDTD) method for modeling the effect of switched gradients on the human body in MRI

Zhao, H. W., Crozier, S. and Liu, F. (2002). Finite difference time domain (FDTD) method for modeling the effect of switched gradients on the human body in MRI. Magnetic Resonance In Medicine, 48 (6), 1037-1042. doi: 10.1002/mrm.10313

Finite difference time domain (FDTD) method for modeling the effect of switched gradients on the human body 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

    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

    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

    Diagnosis of Arrhythmia using ECG signal classification by neural networks

    Principal Advisor

  • Doctor Philosophy

    AI-empowered super-resolution MRI

    Principal Advisor

  • Doctor Philosophy

    Advance low-field MRI with deep learning fused techonologies

    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

    Passive shimming and electromagnetic contrast imaging at ultrahigh field MRI

    Principal Advisor

  • 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

    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

    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

    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

  • Doctor Philosophy

    MRI methods development through 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

    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

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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