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

422 works between 1997 and 2024
All (422) Journal Article (255) Conference Publication (164) Other Outputs (3)

381 - 400 of 422 works

2005

Conference Publication

Using the STIR Optimization Method to Determine the Optimal Rung Drives for Resonators in High Field Head MRI

Liu, Feng, Crozier, Stuart, Trakic, Adnan, Xu, Bin, Li, Bing Keong and Wei, Qing (2005). Using the STIR Optimization Method to Determine the Optimal Rung Drives for Resonators in High Field Head MRI. 13th International Society for Magnetic Resonance in Medicine (ISMRM-2005), Miami Beach, Florida, USA, 7-13 May 2005. Berkeley, California, USA: Society of Magnetic Resonance.

Using the STIR Optimization Method to Determine the Optimal Rung Drives for Resonators in High Field Head MRI

2005

Conference Publication

Comparative study of symmetric and asymmetric cylindrical MRI gradient Y-coils in terms of induced eddy currents

Trakic, A., Liu, F. and Crozier, S. (2005). Comparative study of symmetric and asymmetric cylindrical MRI gradient Y-coils in terms of induced eddy currents. 27th Annual IEEE Engineering in Medicine and Biology Society, ShangHai, China, 1-4 September 2005. USA: IEEE. doi: 10.1109/iembs.2005.1616121

Comparative study of symmetric and asymmetric cylindrical MRI gradient Y-coils in terms of induced eddy currents

2005

Conference Publication

Right ventricle extraction by low level and model-based algorithm

Liu, Nianjun, Crozier, Stuart, Wilson, Stephen, Liu, Feng, Appleton, Ben, Trakic, Adnan, Wei, Qing, Strugnell, Wendy, Slaughter, Richard and Riley, Robyn (2005). Right ventricle extraction by low level and model-based algorithm. 27th Annual IEEE Engineering in Medicine and Biology Society, Shanghai, China, 1-4 September 2005. Piscataway, NJ United States: IEEE. doi: 10.1109/IEMBS.2005.1616745

Right ventricle extraction by low level and model-based algorithm

2005

Journal Article

Focused, eight-element transceive phased array coil for parallel magnetic resonance imaging of the chest-theoretical considerations

Li, B. K., Liu, F. and Crozier, S. (2005). Focused, eight-element transceive phased array coil for parallel magnetic resonance imaging of the chest-theoretical considerations. Magnetic Resonance In Medicine, 53 (6), 1251-1257. doi: 10.1002/mrm.20505

Focused, eight-element transceive phased array coil for parallel magnetic resonance imaging of the chest-theoretical considerations

2005

Conference Publication

An Inverse Methodology for High Frequency RF Coil Design with De-emphasized B1 field

Xu, Bin, Li, Bing Keong, Crozier, Stuart, Liu, Feng and Wei, Qing (2005). An Inverse Methodology for High Frequency RF Coil Design with De-emphasized B1 field. 13th International Society for Magnetic Resonance in Medicine (ISMRM-2005), Miami Beach, Florida, USA, 7-13 May 2005. Berkeley, California, USA: Society of Magnetic Resonance.

An Inverse Methodology for High Frequency RF Coil Design with De-emphasized B1 field

2004

Conference Publication

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

Wei, Q., Crazier, S., Xia, L. and Liu, F. (2004). An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI.

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

2004

Conference Publication

Beating heart modeling and simulation

Xia, L., Huo, M. M., Zhang, X., Wei, Q. and Liu, F. (2004). Beating heart modeling and simulation. doi: 10.1109/cic.2004.1442890

Beating heart modeling and simulation

2004

Journal Article

A distributed equivalent magnetic current based FDTD method for the calculation of E-fields induced by gradient coils

Liu, F. and Crozier, S. (2004). A distributed equivalent magnetic current based FDTD method for the calculation of E-fields induced by gradient coils. Journal of Magnetic Resonance, 169 (2), 323-327. doi: 10.1016/j.jmr.2004.05.011

A distributed equivalent magnetic current based FDTD method for the calculation of E-fields induced by gradient coils

2004

Conference Publication

Debye potential based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils

Liu, F., Crozier, S. and Li, B.K.J. (2004). Debye potential based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils. The International Society for Magnetic Resonance in Medicine's Twelfth Scientific Meeting and Exhibition, Tokyo, 15-21 May, 2004. Berkeley, California: International Society for Magnetic Resonance in Medicine.

Debye potential based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils

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

2004

Conference Publication

Dyadic gree function/MoM based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by RF coil

Liu, F., Crozier, S., Xu, B. and Gregg, I. (2004). Dyadic gree function/MoM based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by RF coil. The International Society for Magnetic Resonance in Medicine's Twelfth Scientific Meeting and Exhibition, Tokyo, 15-21 May, 2004. Berkeley, California: International Society for Magnetic Resonance in Medicine.

Dyadic gree function/MoM based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by RF coil

2004

Conference Publication

Numerical evaluation of e-fields induced by body motion near high-field MRI scanner

Crozier, S. and Liu, F. (2004). Numerical evaluation of e-fields induced by body motion near high-field MRI scanner. 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.2004.1403361

Numerical evaluation of e-fields induced by body motion near high-field MRI scanner

2004

Journal Article

Electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils: models and methods

Liu, F. and Crozier, S. (2004). Electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils: models and methods. Physics In Medicine And Biology, 49 (10), 1835-1851. doi: 10.1088/0031-9155/49/10/001

Electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils: models and methods

2004

Conference Publication

A FDTD model for the calculation of gradient-induced eddy currents in MRI magnets

Liu, F. and Crozier, S. (2004). A FDTD model for the calculation of gradient-induced eddy currents in MRI magnets. The International Society for Magnetic Resonance in Medicine's Twelfth Scientific Meeting and Exhibition, Tokyo, 15-21 May, 2004. Berkeley, California: International Society for Magnetic Resonance in Medicine.

A FDTD model for the calculation of gradient-induced eddy currents in MRI magnets

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. J., Wei, Q. and Liu, F. (2004). An inverse methodology for high frequency RF head coil design with pre-emphasized B1 field 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.2004.1403363

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

2004

Journal Article

Numerical modelling of thermal effects in rats due to high-field magnetic resonance imaging (0.5-1 GHz)

Trakic, Adnan, Crozier, Stuart and Liu, Feng (2004). Numerical modelling of thermal effects in rats due to high-field magnetic resonance imaging (0.5-1 GHz). Physics in Medicine and Biology, 49 (24), 5547-5558. doi: 10.1088/0031-9155/49/24/010

Numerical modelling of thermal effects in rats due to high-field magnetic resonance imaging (0.5-1 GHz)

2004

Conference Publication

A distributed equivalent-magnetic current based FDTD method for the evaluation of the eddy currents induced by pulsed gradient fields

Liu, F., Crozier, S. and Wei, Q. (2004). A distributed equivalent-magnetic current based FDTD method for the evaluation of the eddy currents induced by pulsed gradient fields. The International Society for Magnetic Resonance in Medicine's Twelfth Scientific Meeting and Exhibition, Tokyo, 15-21 May, 2004. Berkeley, California: International Society for Magnetic Resonance in Medicine.

A distributed equivalent-magnetic current based FDTD method for the evaluation of the eddy currents induced by pulsed gradient fields

2004

Conference Publication

An equivalent distributed magnetic current based FDTD method for the calculation of e-fields induced by gradient coils in MRI

Liu, F., Crozier, S. and Wei, Q. (2004). An equivalent distributed magnetic current based FDTD method for the calculation of e-fields induced by gradient coils in MRI. 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.2004.1403362

An equivalent distributed magnetic current based FDTD method for the calculation of e-fields induced by gradient coils in MRI

Current funding

  • 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

    Passive shimming and electromagnetic contrast imaging at ultrahigh field MRI

    Principal Advisor

  • Doctor Philosophy

    Advance low-field MRI with deep learning fused techonologies

    Principal Advisor

  • Doctor Philosophy

    AI-empowered super-resolution MRI

    Principal Advisor

  • Doctor Philosophy

    Diagnosis of Arrhythmia using ECG signal classification by neural networks

    Principal Advisor

  • Doctor Philosophy

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

    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

    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

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

    Principal Advisor

    Other advisors: Associate Professor Kai-Hsiang Chuang

  • 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

    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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