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)

281 - 300 of 477 works

2012

Journal Article

Cardiovascular system modeling

Xia, Ling, Murray, Alan, Zheng, Dingchang, Liu, Feng, Ye, Xuesong and Ning, Gangmin (2012). Cardiovascular system modeling. Computational and Mathematical Methods in Medicine, 2012 583172, 583172.1-583172.2. doi: 10.1155/2012/583172

Cardiovascular system modeling

2012

Conference Publication

Phase unwrapping using discrete Particle Swarm Optimization

He, Wei, Xia, Ling, Cheng, Yiyuan, Liu, Feng and Crozier, Stuart (2012). Phase unwrapping using discrete Particle Swarm Optimization. 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), Melbourne, Australia, 5-11 May 2012.

Phase unwrapping using discrete Particle Swarm Optimization

2012

Journal Article

A new particle swarm optimization-based method for phase unwrapping of MRI data

He, Wei, Cheng, Yiyuan, Xia, Ling and Liu, Feng (2012). A new particle swarm optimization-based method for phase unwrapping of MRI data. Computational and Mathematical Methods in Medicine, 2012 475745, 475745.1-475745.9. doi: 10.1155/2012/475745

A new particle swarm optimization-based method for phase unwrapping of MRI data

2012

Conference Publication

A passive copper shield for the split MRI system

Limei Liu, Sanchez Lopez, Hector, Michael Poole, Weber, Ewald, Liu, Feng and Crozier, Stuart (2012). A passive copper shield for the split MRI system. 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), Melbourne, Australia, 5-11 May 2012. Berkeley, United States: International Society for Magnetic Resonance in Medicine.

A passive copper shield for the split MRI system

2012

Conference Publication

Design and optimization of a permanent Mmagnet for small-sized MRI based on particle swarm Optimization algorithm

Cheng, Yiyuan, Xia, Ling, He, Wei, Liu, Feng and Crozier, Stuart (2012). Design and optimization of a permanent Mmagnet for small-sized MRI based on particle swarm Optimization algorithm. 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), Melbourne, Australia, 5-11 May 2012.

Design and optimization of a permanent Mmagnet for small-sized MRI based on particle swarm Optimization algorithm

2012

Conference Publication

Optimized transmit pulses for excellent whole-brain excitation homogeneity in high field MRI

Shao, Tingting, Xia, Ling, Liu, Feng and Crozier, Stuart (2012). Optimized transmit pulses for excellent whole-brain excitation homogeneity in high field MRI. 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), Melbourne, Australia, 5-11 May 2012.

Optimized transmit pulses for excellent whole-brain excitation homogeneity in high field MRI

2012

Conference Publication

On the reduction of transmit B1 non-uniformity and SAR using a single-loop rotating RF coil

Liu, Feng, Jin, Jin, Li, Mingyan, Trakic, Adnan, Weber, Ewald and Crozier, Stuart (2012). On the reduction of transmit B1 non-uniformity and SAR using a single-loop rotating RF coil. 34BEMS: 34th Annual Meeting of the Bioelectromagnetics Society, Brisbane, Australia, 17 - 22 June 2012.

On the reduction of transmit B1 non-uniformity and SAR using a single-loop rotating RF coil

2012

Conference Publication

An optimal central gap size for the split gradient coil design

Liu, Limei, Sanchez Lopez, Hector, Poole, Michael, Liu, Feng and Crozier, Stuart (2012). An optimal central gap size for the split gradient coil design. 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), Melbourne, Australia, 5-11 May 2012.

An optimal central gap size for the split gradient coil design

2012

Conference Publication

Application of SVD-based sparsity in compressed sensing susceptibility weighted imaging

Chen, Wei, Jin, Zhaoyang, Liu, Feng and Du, Yiping P. (2012). Application of SVD-based sparsity in compressed sensing susceptibility weighted imaging. 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012, Chongqing, China, 16 - 18 October 2012. Piscataway, NJ United States: I E E E. doi: 10.1109/BMEI.2012.6513159

Application of SVD-based sparsity in compressed sensing susceptibility weighted imaging

2011

Journal Article

Compressed sensing MRI with singular value decomposition-based sparsity basis

Hong, Mingjian, Yu, Yeyang, Wang, Hua, Liu, Feng and Crozier, Stuart (2011). Compressed sensing MRI with singular value decomposition-based sparsity basis. Physics in Medicine and Biology, 56 (19) 010, 6311-6325. doi: 10.1088/0031-9155/56/19/010

Compressed sensing MRI with singular value decomposition-based sparsity basis

2011

Journal Article

GPU-accelerated FDTD modeling of radio-frequency field-tissue interactions in high-field MRI

Chi, Jieru, Liu, Feng, Weber, Ewald, Li, Yu and Crozier, Stuart (2011). GPU-accelerated FDTD modeling of radio-frequency field-tissue interactions in high-field MRI. IEEE Transactions on Biomedical Engineering, 58 (6) 5714720, 1789-1796. doi: 10.1109/TBME.2011.2116020

GPU-accelerated FDTD modeling of radio-frequency field-tissue interactions in high-field MRI

2011

Journal Article

The effect of calcium on the treatment of fresh leachate in an expanded granular sludge bed bioreactor

Liu, Jianyong, Hu, Jun, Zhong, Jiangping, Luo, Jinghuan, Zhao, Aihua, Liu, Feng, Hong, Ruijing, Qian, Guangren and Xu, Zhi Ping (2011). The effect of calcium on the treatment of fresh leachate in an expanded granular sludge bed bioreactor. Bioresource Technology, 102 (9), 5466-5472. doi: 10.1016/j.biortech.2010.11.056

The effect of calcium on the treatment of fresh leachate in an expanded granular sludge bed bioreactor

2011

Journal Article

A hybrid field-harmonics approach for passive shimming design in MRI

Liu, Feng, Zhu, Jianfeng, Xia, Ling and Crozier, Stuart (2011). A hybrid field-harmonics approach for passive shimming design in MRI. IEEE Transactions on Applied Superconductivity, 21 (2) 5724291, 60-67. doi: 10.1109/TASC.2011.2112358

A hybrid field-harmonics approach for passive shimming design in MRI

2011

Journal Article

Application of kernel principal component analysis and support vector regression for reconstruction of cardiac transmembrane potentials

Jiang, Mingfeng, Zhu, Lingyan, Wang, Yaming, Xia, Ling, Shou, Guofa, Liu, Feng and Crozier, Stuart (2011). Application of kernel principal component analysis and support vector regression for reconstruction of cardiac transmembrane potentials. Physics In Medicine And Biology, 56 (6), 1727-1742. doi: 10.1088/0031-9155/56/6/013

Application of kernel principal component analysis and support vector regression for reconstruction of cardiac transmembrane potentials

2011

Journal Article

Comparison of different threshold values r for approximate entropy: application to investigate the heart rate variability between heart failure and healthy control groups

Liu, Chengyu, Liu, Changchun, Shao, Peng, Li, Liping, Sun, Xin, Wang, Xinpei and Liu, Feng (2011). Comparison of different threshold values r for approximate entropy: application to investigate the heart rate variability between heart failure and healthy control groups. Physiological Measurement, 32 (2), 167-180. doi: 10.1088/0967-3334/32/2/002

Comparison of different threshold values r for approximate entropy: application to investigate the heart rate variability between heart failure and healthy control groups

2011

Journal Article

An improved cylindrical FDTD algorithm and its application to field-tissue interaction study in MRI

Chi, JR, Liu, F, Xia, L, Shao, TT and Crozier, S (2011). An improved cylindrical FDTD algorithm and its application to field-tissue interaction study in MRI. IEEE Transactions on Magnetics, 47 (2) 5669348, 466-470. doi: 10.1109/TMAG.2010.2100098

An improved cylindrical FDTD algorithm and its application to field-tissue interaction study in MRI

2011

Conference Publication

Using additional dielectric material to improve the RF uniformity in traveling-wave MRI

Yang, Junjie, Xia, Ling and Liu, Feng (2011). Using additional dielectric material to improve the RF uniformity in traveling-wave MRI. 2011 5th International Conference on Bioinformatics and Biomedical Engineering, Wuhan, China, 10-12 May 2011. Piscataway, NJ USA: Institute of Electrical and Electronic Engineers. doi: 10.1109/icbbe.2011.5780350

Using additional dielectric material to improve the RF uniformity in traveling-wave MRI

2011

Conference Publication

Compressed sensing on TDM-SENSE with rotating RF coil

Wang, Hua, Trakic, Adnan, Li, Bing Keong, Yu, Yeyang, Liu, Feng and Crozier, Stuart (2011). Compressed sensing on TDM-SENSE with rotating RF coil. International Society for Magnetic Resonance in Medicine, 17th scientific meeting and exhibition, Montreal, Quebec, Canada, May, 2011.

Compressed sensing on TDM-SENSE with rotating RF coil

2011

Journal Article

Regularized least squares estimating sensitivity for self-calibrating parallel imaging

Liu, XiaoFang, Ye, Xiuzi, Zhang, Sanyuan and Liu, Feng (2011). Regularized least squares estimating sensitivity for self-calibrating parallel imaging. Journal of Computers, 6 (5), 857-864. doi: 10.4304/jcp.6.5.857-864

Regularized least squares estimating sensitivity for self-calibrating parallel imaging

2011

Journal Article

Characterization and reduction of X-gradient induced eddy currents in a NdFeB magnetic resonance imaging magnet-3D finite element method-based numerical studies

Li, Xia, Xia, Ling, Liu, Feng, Crozier, Stuart and Xie, Dexin (2011). Characterization and reduction of X-gradient induced eddy currents in a NdFeB magnetic resonance imaging magnet-3D finite element method-based numerical studies. Concepts in Magnetic Resonance Part B: Magnetic Resonance Engineering, 39 B (1), 47-58. doi: 10.1002/cmr.b.20189

Characterization and reduction of X-gradient induced eddy currents in a NdFeB magnetic resonance imaging magnet-3D finite element method-based numerical studies

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

    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

    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

    Advance low-field MRI with deep learning fused techonologies

    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 optimization 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 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

    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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