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

477 works between 1997 and 2025
All (477) Journal Article (304) Conference Publication (170) Other Outputs (3)

421 - 440 of 477 works

2006

Conference Publication

A comparison of different choices for the regularization parameter in inverse electrocardiography models

Shou, G F, Feng, M, Xia,, Wei, Q., Liu, F and Crozier, S (2006). A comparison of different choices for the regularization parameter in inverse electrocardiography models. 28th Annual International Conference IEEE Engineering in Medicine and Biology Society, New York, U.S.A., 30 August - 3 September, 2006. USA: IEEE. doi: 10.1109/IEMBS.2006.259671

A comparison of different choices for the regularization parameter in inverse electrocardiography models

2006

Conference Publication

High frequency electromagnetic analysis using hybrid MOM/FEM method

Li, B. K. J., Xu, B., Liu, F., Hui, H. T. and Crozier, S. (2006). High frequency electromagnetic analysis using hybrid MOM/FEM method. ISMRM 14th Scientific Meeting & Exhibition, Washington, USA, 6-12 May, 2006. California, USA: International Society for Magentic Resonance in Medicine (ISMRM).

High frequency electromagnetic analysis using hybrid MOM/FEM method

2005

Conference Publication

Model implementation and case study for the lossy, multilayered spherical head phantom in MRI application

Xu, Bin, Li, Bing Keong, Crazier, Stuart, Wei, Qing and Liu, Feng (2005). Model implementation and case study for the lossy, multilayered spherical head phantom in MRI application. 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005, , , September 1, 2005-September 4, 2005.

Model implementation and case study for the lossy, multilayered spherical head phantom in MRI application

2005

Journal Article

An inverse methodology for high-frequency RF coil design for MRI with de-emphasized B-1 fields

Xu, Bin, Wei, Qing, Liu, Feng and Crozier, Stuart (2005). An inverse methodology for high-frequency RF coil design for MRI with de-emphasized B-1 fields. Ieee Transactions on Biomedical Engineering, 52 (9), 1582-1587. doi: 10.1109/TBME.2005.851514

An inverse methodology for high-frequency RF coil design for MRI with de-emphasized B-1 fields

2005

Journal Article

Analysis of cardiac ventricular wall motion based on a three-dimensional electromechanical biventricular model

Xia, Ling, Huo, Meimei M., Wei, Qing, Liu, Feng and Crozier, Stuart (2005). Analysis of cardiac ventricular wall motion based on a three-dimensional electromechanical biventricular model. Physics in Medicine and Biology, 50 (8), 1901-1917. doi: 10.1088/0031-9155/50/8/018

Analysis of cardiac ventricular wall motion based on a three-dimensional electromechanical biventricular model

2005

Journal Article

Numerical evaluation of the fields induced by body motion in or near high-field MRI scanners

Crozier, Stuart and Liu, Feng (2005). Numerical evaluation of the fields induced by body motion in or near high-field MRI scanners. Progress In Biophysics and Molecular Biology, 87 (2-3), 267-278. doi: 10.1016/j.pbiomolbio.2004.08.002

Numerical evaluation of the fields induced by body motion in or near high-field MRI scanners

2005

Journal Article

Numerical modeling of 11.1 T MRI of a human head using MoM/FDTD methods

Liu, Feng, Beck, Barbara L., Xu, Bin, Fitzsimmons, Jeffrey R., Blackband, Stephen J. and Crozier, Stuart (2005). Numerical modeling of 11.1 T MRI of a human head using MoM/FDTD methods. Concepts in Magnetic Resonance Part B: Magnetic Resonance Engineering, 24 (1), 28-38. doi: 10.1002/cmr.b.20024

Numerical modeling of 11.1 T MRI of a human head using MoM/FDTD methods

2005

Journal Article

An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI - application to high field analyses

Wei, Q., Liu, F. and Crozier, S. (2005). An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI - application to high field analyses. Journal of Magnetic Resonance, 172 (2), 222-230. doi: 10.1016/j.jmr.2004.10.009

An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI - application to high field analyses

2005

Conference Publication

A Theoretical Comparative Study of the Induced Fields Generated by Symmetric and Asymmetric Whole-Body Transverse Gradient Coils

Trakic, Adnan, Liu, Feng and Crozier, Stuart (2005). A Theoretical Comparative Study of the Induced Fields Generated by Symmetric and Asymmetric Whole-Body Transverse Gradient Coils. 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.

A Theoretical Comparative Study of the Induced Fields Generated by Symmetric and Asymmetric Whole-Body Transverse Gradient Coils

2005

Conference Publication

A Novel Automated Left Ventricle Segmentation Routine

Liu, Nianjun, Trakic, Adnan, Liu, Feng, Appleton, Ben, Wilson, Stephen, Slaughter, Richard, Strugnell, Wendy and Crozier, Stuart (2005). A Novel Automated Left Ventricle Segmentation Routine. 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.

A Novel Automated Left Ventricle Segmentation Routine

2005

Conference Publication

A novel method in ameliorating signal voids for 11T brain imaging using transmission phase cycled, transceiver array coils

Li, B.K.J., Xu, B., Crozier, S. and Liu, F. (2005). A novel method in ameliorating signal voids for 11T brain imaging using transmission phase cycled, transceiver array coils. international Society for Magnetic Resonance in Medicine, Miami Beach, Florida, 7-13 May 2005. USA: International Society for Magnetic Resonance in Medicine.

A novel method in ameliorating signal voids for 11T brain imaging using transmission phase cycled, transceiver array coils

2005

Journal Article

A theoretical comparison of two optimization methods for radiofrequency drive schemes in high frequency MRI resonators

Liu, Feng, Beck, Barbara L., Fitzsimmons, Jeffery R., Blackband, Stephen J. and Crozier, Stuart (2005). A theoretical comparison of two optimization methods for radiofrequency drive schemes in high frequency MRI resonators. Physics In Medicine and Biology, 50 (22), 5281-5291. doi: 10.1088/0031-9155/50/22/005

A theoretical comparison of two optimization methods for radiofrequency drive schemes in high frequency MRI resonators

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

2005

Conference Publication

An object-orient designed FDTD simulator: Applications to high field systems

Wei, Qing, Crozier, Stuart, Xu, Bin, Trakic, Adnan, Li, Bing Keong and Liu, Feng (2005). An object-orient designed FDTD simulator: Applications to high field systems. 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 object-orient designed FDTD simulator: Applications to high field systems

2005

Conference Publication

An electrical heart model incorporating real geometry and motion

Appleton, Ben, Wei, Qing, Liu, Nianjun, Xia, Ling, Crozier, Stuart, Liu, Feng and Wilson, Stephen (2005). An electrical heart model incorporating real geometry and motion. 27th Annual IEEE Engineering in Medicine and Biology Society, ShangHai, China, 1-4 September 2005. United States: IEEE Engineering in Medicine and Biology Society. doi: 10.1109/IEMBS.2005.1616415

An electrical heart model incorporating real geometry and motion

2005

Conference Publication

Model implementation and case study for the lossy, multilayered spherical head phantom in MRI application

Xu, B., Li, B. K. J., Crozier, S., Wei, Q. and Liu, F. (2005). Model implementation and case study for the lossy, multilayered spherical head phantom in MRI application. IEEE Engineering in Medicine and Biology Society, Shanghai, China, 1-4 September, 2005. USA: IEEE.

Model implementation and case study for the lossy, multilayered spherical head phantom in MRI application

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

    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

    Advance low-field MRI with deep learning fused techonologies

    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

    Passive shimming and electromagnetic contrast imaging at ultrahigh field 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

    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

    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

    Diagnosis of Arrhythmia using ECG signal classification by neural networks

    Principal Advisor

  • Doctor Philosophy

    AI-empowered super-resolution MRI

    Principal Advisor

  • 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

    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

  • 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

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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