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)

361 - 380 of 475 works

2008

Conference Publication

The Design of Planar Transverse Gradient Coils using a Deformation Algorithm

Zhu, M, Liu, F., Xia, L., Mehnert, A.J.H., Sanchez Lopez, H., Wei, Q, Crozier, S., Zhu, J. and Jin, Z. (2008). The Design of Planar Transverse Gradient Coils using a Deformation Algorithm. International Society for Magnetic Resonance in Medicine, Toronto, Ontario, Canada, 3-9 May 2008. USA: International Society for Magnetic Resonance in Medicine.

The Design of Planar Transverse Gradient Coils using a Deformation Algorithm

2008

Conference Publication

An efficient BiCGstab solved impedance method for induced field evaluation with a hyperthermia applicator

Wang, H., Liu, F., Xia, L., Li, B. K. and Crozier, S. (2008). An efficient BiCGstab solved impedance method for induced field evaluation with a hyperthermia applicator. 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vancouver, Canada, 20-24 August 2008. Piscataway, NJ, United States: IEEE. doi: 10.1109/IEMBS.2008.4650492

An efficient BiCGstab solved impedance method for induced field evaluation with a hyperthermia applicator

2008

Conference Publication

A novel method for passive shim design: I

Lopez, Hector Sanchez, Liu, Feng, Weber, Ewald and Crozier, Stuart (2008). A novel method for passive shim design: I. Progress In Electromagnetics Research Symposium (PIERS), Hangzhou, China, 24-28 March 2008. The Electromagnetics Academy.

A novel method for passive shim design: I

2008

Conference Publication

Tailoring of gradient coils for numerical exposure evaluations based on experimentally measured B-field

Liu, F., Trakic, A., Sanchez Lopez, H., Weber, E. and Crozier, S. (2008). Tailoring of gradient coils for numerical exposure evaluations based on experimentally measured B-field. The International Society for Magnetic Resonance in Medicine's 16th Scientific Meeting and Exhibition, Toronto, Ontario, Canada, 3-9 May 2008. USA: International Society for Magnetic Resonance in Medicine.

Tailoring of gradient coils for numerical exposure evaluations based on experimentally measured B-field

2008

Conference Publication

Parallel computing methods for finite-difference schemes in MRI research

Wang, Hua, Liu, Feng, Trakic, Adnan and Crozier, Stuart (2008). Parallel computing methods for finite-difference schemes in MRI research. Progress In Electromagnetics Research Symposium (PIERS), Hangzhou, China, 24-28 March 2008.

Parallel computing methods for finite-difference schemes in MRI research

2008

Conference Publication

A novel 8-channel transceive volume-array for a 9.4T animal scanner

Weber, E., Li, B.K, Liu, F, Li, Y, Ullmann, P., Sanchez Lopez, H. and Crozier, S. (2008). A novel 8-channel transceive volume-array for a 9.4T animal scanner. International Society for Magnetic Resonance in Medicine - 16th Scientific Meeting and Exhibition, Toronto, Canada, 3 - 9 May, 2008. US: ISMRM.

A novel 8-channel transceive volume-array for a 9.4T animal scanner

2008

Conference Publication

Boundary Element Based Method for the Design of Biplanar Transverse Gradient Coils

Shou, Guofa, Ling, Xia, Liu,Feng, Sanchez Lopez, Hector, Li, Yu and Crozier, Stuart (2008). Boundary Element Based Method for the Design of Biplanar Transverse Gradient Coils. CSMRM & OCSMRM Joint Meeting 2008 and ESMRMB Workshop, Shenzhen, China, 13-15 SDec 2008.

Boundary Element Based Method for the Design of Biplanar Transverse Gradient Coils

2008

Conference Publication

Numerical field evaluation of healthcare workers when bending towards high-field MRI magnets

Wang, H., Trakic, A., Liu, F. and Crozier, S. (2008). Numerical field evaluation of healthcare workers when bending towards high-field MRI magnets. ISMRM 16th Annual Scientific Meeting and Exhibition, Toronto, Ontario, Canada, 3-9 May, 2008. Baltimore, Md. U.S.A.: Wiley. doi: 10.1002/mrm.21441

Numerical field evaluation of healthcare workers when bending towards high-field MRI magnets

2008

Conference Publication

The Equivalent Magnetizing Current (EMC) method for biplanar active and passive shim design

Sanchez Lopez, H., Liu, F., Trakic, A., Weber, E. and Crozier, S. (2008). The Equivalent Magnetizing Current (EMC) method for biplanar active and passive shim design. International Society for Magnetic Resonance in Medicine, Toronto, Ontario, Canada, 3-9 May 2008. USA: International Society for Magnetic Resonance in Medicine.

The Equivalent Magnetizing Current (EMC) method for biplanar active and passive shim design

2008

Conference Publication

The design of planar transverse gradient coils using a deformation algorithm

Zhu, Minhua, Liu, Feng, Xia, Ling, Mehnert, Andrew, Sanchez Lopez, Hector, Wei, Qing, Crozier, Stuart, Zhu, Jianfeng, Jin, Zhaoyang, Zhang, Chenghui, Cui, Naxin and Xu, Wenlong (2008). The design of planar transverse gradient coils using a deformation algorithm. Progress In Electromagnetics Research Symposium (PIERS) 2008, Hangzhou, China, 24-28 March 2008.

The design of planar transverse gradient coils using a deformation algorithm

2008

Journal Article

Minimizing the induced fields in MRI Occupational Workers by Lowering the Imager

Trakic, A., Wang, H., Liu, F., Sanchez Lopez, H., Weber, E. and Crozier, S. (2008). Minimizing the induced fields in MRI Occupational Workers by Lowering the Imager. Concepts in Magnetic Resonance Part B: Magnetic Resonance Engineering, 33B (1), 39-54. doi: 10.1002/cmr.b.20102

Minimizing the induced fields in MRI Occupational Workers by Lowering the Imager

2008

Conference Publication

EMF generated by the static magnetic field

Liu, Feng, Wang, Hua, Trakic, Adnan and Crozier, Stuart (2008). EMF generated by the static magnetic field. international Society for Magnetic Resonance in Medicine Workshop on MR safety, Lisbon, Portugal, 13-14 July, 2008.

EMF generated by the static magnetic field

2008

Conference Publication

Deformation based scheme for planar gradient coil design in permanent MRI system

Zhu, M., Xia, L., Liu, F., Sanchez, H. and Crozier, S. (2008). Deformation based scheme for planar gradient coil design in permanent MRI system. 16th Annual ISMRM Scientific Meeting and Exhibition, Toronto, Ontario, Canada, 3 - 9 May, 2008. Toronto, Ontario, Canada: ISMRM.

Deformation based scheme for planar gradient coil design in permanent MRI system

2008

Conference Publication

Detection of a Dielectric Target in a Half-space Using Extinction-pulse (E-pulse) Technique

Padhi, Shantanu, Lui, Hoi-Shun, Shuley, Nicholas and Liu, Feng (2008). Detection of a Dielectric Target in a Half-space Using Extinction-pulse (E-pulse) Technique. Progress In Electromagnetics Research Symposium (PIERS) 2008, Hangzhou, China, 24-28 March 2008.

Detection of a Dielectric Target in a Half-space Using Extinction-pulse (E-pulse) Technique

2007

Journal Article

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

Padhi, Shantanu, Liu, Feng, Li, Bing Keong, Shuley, Nicholas and Crozier, Stuart (2007). On the accurate modeling of a complex antenna for breast tumor detection using a hybrid MOM/FDTD approach. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 6637-6640.

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

2007

Conference Publication

Three-dimensional gradient coil structures for magnetic resonance imaging designed using-fuzzy membership functions

Sanchez, H., Liu, F., Trakic, A., Weber, E. and Crozier, S. (2007). Three-dimensional gradient coil structures for magnetic resonance imaging designed using-fuzzy membership functions. New York: I.E.E.E.. doi: 10.1109/TMAG.2007.902065

Three-dimensional gradient coil structures for magnetic resonance imaging designed using-fuzzy membership functions

2007

Journal Article

An MRI-dedicated parallel FDTD scheme

Wang, Hua, Trakic, Adnan, Xia, Ling, Liu, Feng and Crozier, Stuart (2007). An MRI-dedicated parallel FDTD scheme. Concepts In Magnetic Resonance Part B-magnetic Resonance Engineering, 31B (3), 147-161. doi: 10.1002/cmr.b.20092

An MRI-dedicated parallel FDTD scheme

2007

Journal Article

Longitudinal gradient coil optimization in the presence of transient eddy currents

Trakic, Adnan, Liu, Feng, Sanchez Lopez, Hector, Wang, Hua and Crozier, Stuart (2007). Longitudinal gradient coil optimization in the presence of transient eddy currents. Magnetic Resonance in Medicine, 57 (6), 1119-1130. doi: 10.1002/mrm.21243

Longitudinal gradient coil optimization in the presence of transient eddy currents

2007

Journal Article

A simple relationship for high efficiency–gradient uniformity tradeoff in multilayer asymmetric gradient coils for magnetic resonance imaging

Sanchez Lopez, H., Liu, F., Trakic, A. and Crozier, S. (2007). A simple relationship for high efficiency–gradient uniformity tradeoff in multilayer asymmetric gradient coils for magnetic resonance imaging. IEEE Transactions on Magnetics, 43 (2, Part 1), 523-532. doi: 10.1109/TMAG.2006.887177

A simple relationship for high efficiency–gradient uniformity tradeoff in multilayer asymmetric gradient coils for magnetic resonance imaging

2007

Conference Publication

A fast parallel imaging rotary phased array head coil with improved sensitivity profile deep in the center of the brain

Weber, E., Li, B. K., Liu, F. and Crozier, S. (2007). A fast parallel imaging rotary phased array head coil with improved sensitivity profile deep in the center of the brain. 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.2007.4352333

A fast parallel imaging rotary phased array head coil with improved sensitivity profile deep in the center of the brain

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

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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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