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

491 works between 1997 and 2025
All (491) Journal Article (318) Conference Publication (170) Other Outputs (3)

241 - 260 of 491 works

2015

Conference Publication

Improving B1+ uniformity using segmented dielectric pads

Destruel, A., Jin, J., Liu, F., Li, M., Weber, E. and Crozier, S. (2015). Improving B1+ uniformity using segmented dielectric pads. International Society for Magnetic Resonance in Medicine (ISMRM), Toronto, Canada, 30 May - 5 June 2015. International Society for Magnetic Resonance in Medicine.

Improving B1+ uniformity using segmented dielectric pads

2014

Journal Article

Improved l1-SPIRiT using 3D walsh transform-based sparsity basis

Feng, Zhen, Liu, Feng, Jiang, Mingfeng, Crozier, Stuart, Guo, He and Wang, Yuxin (2014). Improved l1-SPIRiT using 3D walsh transform-based sparsity basis. Magnetic Resonance Imaging, 32 (7), 924-933. doi: 10.1016/j.mri.2014.04.008

Improved l1-SPIRiT using 3D walsh transform-based sparsity basis

2014

Journal Article

Image registration guided, sparsity constrained reconstructions for dynamic MRI

Jin, Jin, Liu, Feng and Crozier, Stuart (2014). Image registration guided, sparsity constrained reconstructions for dynamic MRI. Magnetic Resonance Imaging, 32 (10), 1-15. doi: 10.1016/j.mri.2014.08.006

Image registration guided, sparsity constrained reconstructions for dynamic MRI

2014

Journal Article

Multidimensional compressed sensing MRI using tensor decomposition-based sparsifying transform

Yu, Yeyang, Jin, Jin, Liu, Feng and Crozier, Stuart (2014). Multidimensional compressed sensing MRI using tensor decomposition-based sparsifying transform. PLoS One, 9 (6) e98441, e98441.1-e98441.13. doi: 10.1371/journal.pone.0098441

Multidimensional compressed sensing MRI using tensor decomposition-based sparsifying transform

2014

Journal Article

Unconventional gradient coil designs in magnetic resonance imaging

Zhu, Minhua, Xia, Ling and Liu, Feng (2014). Unconventional gradient coil designs in magnetic resonance imaging. Critical Reviews in Biomedical Engineering, 42 (6), 493-526. doi: 10.1615/CritRevBiomedEng.2015013100

Unconventional gradient coil designs in magnetic resonance imaging

2014

Journal Article

Highly Accelerated Acquisition and Homogeneous Image Reconstruction with Rotating RF Coil Array at 7 T—A Phantom Based Study

Li, Mingyan, Zuo, Zhentao, Jin, Jin, Xue, Rong, Trakic, Adnan, Weber, Ewald, Liu, Feng and Crozier, Stuart (2014). Highly Accelerated Acquisition and Homogeneous Image Reconstruction with Rotating RF Coil Array at 7 T—A Phantom Based Study. Journal of Magnetic Resonance, 240, 102-112. doi: 10.1016/j.jmr.2013.11.002

Highly Accelerated Acquisition and Homogeneous Image Reconstruction with Rotating RF Coil Array at 7 T—A Phantom Based Study

2014

Journal Article

Numerical safety study of currents induced in the patient during rotations in the static field produced by a hybrid MRI-LINAC system

Trakic, Adnan, Liu, Limei, Sanchez Lopez, Hector, Zilberti, Luca, Liu, Feng and Crozier, Stuart (2014). Numerical safety study of currents induced in the patient during rotations in the static field produced by a hybrid MRI-LINAC system. IEEE Transactions Biomedical Engineering, 61 (3) 6657819, 784-793. doi: 10.1109/TBME.2013.2289924

Numerical safety study of currents induced in the patient during rotations in the static field produced by a hybrid MRI-LINAC system

2014

Journal Article

An analysis of the gradient-induced electric fields and current densities in human models when situated in a hybrid MRI-LINAC system

Liu, Limei, Trakic, Adnan, Sanchez-Lopez, Hector, Liu, Feng and Crozier, Stuart (2014). An analysis of the gradient-induced electric fields and current densities in human models when situated in a hybrid MRI-LINAC system. Physics in Medicine and Biology, 59 (1), 233-245. doi: 10.1088/0031-9155/59/1/233

An analysis of the gradient-induced electric fields and current densities in human models when situated in a hybrid MRI-LINAC system

2014

Conference Publication

Inverse RF Array Head Coil Design for MRI-LINAC System

Wang. Y., Li, Y., Liu, F., Weber, E., Sanchez, H. and Crozier, S. (2014). Inverse RF Array Head Coil Design for MRI-LINAC System. International Society for Magnetic Resonance in Medicine (ISMRM), Milan, Italy, 10-16 May 2014. International Society for Magnetic Resonance in Medicine.

Inverse RF Array Head Coil Design for MRI-LINAC System

2014

Conference Publication

Evaluation of Electric Fields Induced in the Patient During Body Rotations in the Static Magnetic Field of a MRI-LINAC System

Trakic, A., Liu, L., Sanchez, H., Zilberti, L., Liu, F., Weber, E. and Crozier, S. (2014). Evaluation of Electric Fields Induced in the Patient During Body Rotations in the Static Magnetic Field of a MRI-LINAC System. International Society for Magnetic Resonance in Medicine (ISMRM), Milan, Italy, 10-16 May 2014. International Society for Magnetic Resonance in Medicine.

Evaluation of Electric Fields Induced in the Patient During Body Rotations in the Static Magnetic Field of a MRI-LINAC System

2014

Journal Article

The effect of insert conformity and material on total knee replacement wear

Abdelgaied, Abdellatif, Brockett, Claire L., Liu, Feng, Jennings, Louise M., Jin, Zhongmin and Fisher, John (2014). The effect of insert conformity and material on total knee replacement wear. Proceedings of the Institution of Mechanical Engineers Part H-Journal of Engineering in Medicine, 228 (1), 98-106. doi: 10.1177/0954411913513251

The effect of insert conformity and material on total knee replacement wear

2014

Journal Article

Skin and proximity effects in the conductors of split gradient coils for a hybrid Linac-MRI scanner

Tang, Fangfang, Lopez, Hector Sanchez, Freschi, Fabio, Smith, Elliot, Li, Yu, Fuentes, Miguel, Liu, Feng, Repetto, Maurizio and Crozier, Stuart (2014). Skin and proximity effects in the conductors of split gradient coils for a hybrid Linac-MRI scanner. Journal of Magnetic Resonance, 242, 86-94. doi: 10.1016/j.jmr.2014.02.002

Skin and proximity effects in the conductors of split gradient coils for a hybrid Linac-MRI scanner

2014

Conference Publication

Which is the Impact of the Coil Track Width and Frequency Over a Split Gradient Coil Performance?

Tang, F., Sanchez, H., Freschi, F., Liu, F., Li, Y. and Crozier, S. (2014). Which is the Impact of the Coil Track Width and Frequency Over a Split Gradient Coil Performance?. International Society for Magnetic Resonance in Medicine (ISMRM), Milan, Italy, 10-16 May 2014.

Which is the Impact of the Coil Track Width and Frequency Over a Split Gradient Coil Performance?

2014

Conference Publication

Rotating RF Coil (RRFC) for Flip Angle and Specific Absorption Rate Management Applications at 7T MRI

Trakic, A., Jin, J., Li, M., Weber, E., Sanchez, H., Fuentes, M., Liu, F. and Crozier, S. (2014). Rotating RF Coil (RRFC) for Flip Angle and Specific Absorption Rate Management Applications at 7T MRI. International Society for Magnetic Resonance in Medicine (ISMRM), Milan, Italy, 10-16 May 2014. International Society for Magnetic Resonance in Medicine.

Rotating RF Coil (RRFC) for Flip Angle and Specific Absorption Rate Management Applications at 7T MRI

2014

Journal Article

Fibroblast proliferation alters cardiac excitation conduction and contraction: A computational study

Zhan, He-qing, Xia, Ling, Shou, Guo-fa, Zang, Yun-liang, Liu, Feng and Crozier, Stuart (2014). Fibroblast proliferation alters cardiac excitation conduction and contraction: A computational study. Journal of Zhejiang University: Science B, 15 (3), 225-242. doi: 10.1631/jzus.B1300156

Fibroblast proliferation alters cardiac excitation conduction and contraction: A computational study

2014

Journal Article

Sparse-representation-based direct minimum Lp-norm algorithm for MRI phase unwrapping

He, Wei, Xia, Ling and Liu, Feng (2014). Sparse-representation-based direct minimum Lp-norm algorithm for MRI phase unwrapping. Computational and Mathematical Methods in Medicine, 2014 134058, 1-11. doi: 10.1155/2014/134058

Sparse-representation-based direct minimum Lp-norm algorithm for MRI phase unwrapping

2014

Conference Publication

Skin and Proximity Effects Analysis in Split Gradient Coils

Tang, F., Sanchez, H., Freschi, F., Liu, F. and Crozier, S. (2014). Skin and Proximity Effects Analysis in Split Gradient Coils. International Society for Magnetic Resonance in Medicine (ISMRM), Milan, Italy, 10-16 May 2014. International Society for Magnetic Resonance in Medicine.

Skin and Proximity Effects Analysis in Split Gradient Coils

2014

Conference Publication

Online dynamic magnetic resonance imaging based on an improved motion prediction scheme

Zhang, Jinsong, Jin, Zhaoyang, Ye, Haihui and Liu, Feng (2014). Online dynamic magnetic resonance imaging based on an improved motion prediction scheme. 2014 7th International Conference on BioMedical Engineering and Informatics, BMEI 2014, Dalian, China, 14 - 16 October 2014. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BMEI.2014.7002745

Online dynamic magnetic resonance imaging based on an improved motion prediction scheme

2013

Other Outputs

Method of estimating specific absorption rate

Crozier, Stuart, Weber, Ewald, Jin Jin and Liu, Feng (2013). Method of estimating specific absorption rate. WO2013181703 A1.

Method of estimating specific absorption rate

2013

Journal Article

Effect of head contact on the rim of the cup on the offset loading and torque in hip joint replacement

Liu, Feng, Williams, Sophie, Jin, Zhongmin and Fisher, John (2013). Effect of head contact on the rim of the cup on the offset loading and torque in hip joint replacement. Proceedings of the Institution of Mechanical Engineers Part H-Journal of Engineering in Medicine, 227 (11), 1147-1154. doi: 10.1177/0954411913496016

Effect of head contact on the rim of the cup on the offset loading and torque in hip joint replacement

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

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

    Principal Advisor

  • 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

    Diagnosis of Arrhythmia using ECG signal classification by neural networks

    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

    AI-empowered super-resolution MRI

    Principal Advisor

  • Doctor Philosophy

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

    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

    MRI methods development through 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

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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