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

545 works between 1997 and 2025
All (545) Journal Article (364) Other Outputs (3) Conference Publication (178)

301 - 320 of 545 works

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

The heparan sulfate editing enzyme Sulf1 plays a novel role in zebrafish VegfA mediated arterial venous identity

Gorsi, Bushra, Liu, Feng, Ma, Xing, Chico, Timothy J. A., Shrinivasan, Ashok, Kramer, Kenneth L., Bridges, Esther, Monteiro, Rui, Harris, Adrian L., Patient, Roger and Stringer, Sally E. (2014). The heparan sulfate editing enzyme Sulf1 plays a novel role in zebrafish VegfA mediated arterial venous identity. Angiogenesis, 17 (1), 77-91. doi: 10.1007/s10456-013-9379-0

The heparan sulfate editing enzyme Sulf1 plays a novel role in zebrafish VegfA mediated arterial venous identity

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

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

2013

Journal Article

A comparative numerical study of rotating and stationary RF coils in terms of flip angle and specific absorption rate for 7 T MRI

Trakic, A., Jin, J., Li, M., McClymont, D., Weber, E., Liu, F. and Crozier, S. (2013). A comparative numerical study of rotating and stationary RF coils in terms of flip angle and specific absorption rate for 7 T MRI. Journal of Magnetic Resonance, 236, 70-82. doi: 10.1016/j.jmr.2013.08.016

A comparative numerical study of rotating and stationary RF coils in terms of flip angle and specific absorption rate for 7 T MRI

2013

Journal Article

Sparsity-constrained SENSE reconstruction: an efficient implementation using a fast composite splitting algorithm

Jiang, Mingfeng, Jin, Jin, Liu, Feng, Yu, Yeyang, Xia, Ling, Wang, Yaming and Crozier, Stuart (2013). Sparsity-constrained SENSE reconstruction: an efficient implementation using a fast composite splitting algorithm. Magnetic Resonance Imaging, 31 (7), 1218-1227. doi: 10.1016/j.mri.2012.12.003

Sparsity-constrained SENSE reconstruction: an efficient implementation using a fast composite splitting algorithm

2013

Journal Article

Threshold visual secret sharing by random grids with improved contrast

Guo, Teng, Liu, Feng and Wu, ChuanKun (2013). Threshold visual secret sharing by random grids with improved contrast. Journal of Systems and Software, 86 (8), 2094-2109. doi: 10.1016/j.jss.2013.03.062

Threshold visual secret sharing by random grids with improved contrast

2013

Journal Article

Determination of the number of ψ′ events at BESIII

Ablikim, M., Achasov, M. N., Albayrak, O., Ambrose, D. J., An, F. F., An, Q., Bai, J. Z., Ban, Y., Becker, J., Bennett, J. V., Berger, N., Bertani, M., Bian, J. M., Boger, E., Bondarenko, O., Boyko, I., Briere, R. A., Bytev, V., Cai, X., Cakir, O., Calcaterra, A., Cao, G. F., Cetin, S. A., Chang, J. F., Chelkov, G., Chen, G., Chen, H. S., Chen, J. C., Chen, M. L. ... Zou, J. H. (2013). Determination of the number of ψ′ events at BESIII. Chinese Physics C, 37 (6) 063001. doi: 10.1088/1674-1137/37/6/063001

Determination of the number of ψ′ events at BESIII

2013

Journal Article

Statistical fluorinated copolymers from heterogeneous atom transfer radical copolymerization of styrene and 2,2,2-trifluoroethyl methacrylate with similar reactivity ratios

Zhang, Ganwei, Hu, Jiwen, He, Guping, Zou, Hailiang, Liu, Feng, Hou, Chengmin, Luo, Hongsheng and Tu, Yuanyuan (2013). Statistical fluorinated copolymers from heterogeneous atom transfer radical copolymerization of styrene and 2,2,2-trifluoroethyl methacrylate with similar reactivity ratios. Journal of Polymer Science Part A-Polymer Chemistry, 51 (8), 1852-1864. doi: 10.1002/pola.26568

Statistical fluorinated copolymers from heterogeneous atom transfer radical copolymerization of styrene and 2,2,2-trifluoroethyl methacrylate with similar reactivity ratios

2013

Journal Article

Superhydrophobic Hierarchically Assembled Films of Diblock Copolymer Hollow Nanospheres and Nanotubes

He, Guping, Hu, Jiwen, Liu, Guojun, Li, Yinhui, Zhang, Ganwei, Liu, Feng, Sun, Jianpin, Zou, Hailiang, Tu, Yuanyuan and Xiao, Dingshu (2013). Superhydrophobic Hierarchically Assembled Films of Diblock Copolymer Hollow Nanospheres and Nanotubes. Acs Applied Materials & Interfaces, 5 (7), 2378-2386. doi: 10.1021/am400058k

Superhydrophobic Hierarchically Assembled Films of Diblock Copolymer Hollow Nanospheres and Nanotubes

2013

Journal Article

Analysis of heart rate variability using fuzzy measure entropy

Liu, Chengyu, Li, Ke, Zhao, Lina, Liu, Feng, Zheng, Dingchang, Liu, Changchun and Liu, Shutang (2013). Analysis of heart rate variability using fuzzy measure entropy. Computers in Biology and Medicine, 43 (2), 100-108. doi: 10.1016/j.compbiomed.2012.11.005

Analysis of heart rate variability using fuzzy measure entropy

2013

Journal Article

Quantification of the effect of cross-shear and applied nominal contact pressure on the wear of moderately cross-linked polyethylene

Abdelgaied, Abdellatif, Brockett, Claire L., Liu, Feng, Jennings, Louise M., Fisher, John and Jin, Zhongmin (2013). Quantification of the effect of cross-shear and applied nominal contact pressure on the wear of moderately cross-linked polyethylene. Proceedings of the Institution of Mechanical Engineers Part H-Journal of Engineering in Medicine, 227 (H1), 18-26. doi: 10.1177/0954411912459423

Quantification of the effect of cross-shear and applied nominal contact pressure on the wear of moderately cross-linked polyethylene

2013

Conference Publication

On patient-specific models for accurate SAR estimations at 7 T

Jin Jin, Liu, Feng, Weber, Ewald and Crozier, Stuart (2013). On patient-specific models for accurate SAR estimations at 7 T. 21st Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2013), Salt Lake City, UT, United States, 20-26 April 2013.

On patient-specific models for accurate SAR estimations at 7 T

2013

Conference Publication

The combination of self-organizing feature maps and support vector regression for solving the inverse ECG problem

Jiang, Mingfeng, Wang, Yaming, Xia, Ling, Liu, Feng, Jiang, Shanshan and Huang, Wenqing (2013). The combination of self-organizing feature maps and support vector regression for solving the inverse ECG problem. The 2012 8th International Conference on Natural Computation The 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, Chongqing, China, 29 -31 May 2012. Kidlington, Oxford, United Kingdom: Pergamon. doi: 10.1016/j.camwa.2013.09.010

The combination of self-organizing feature maps and support vector regression for solving the inverse ECG problem

2013

Conference Publication

B1 gradient encoding with the rotating RF coil

Trakic, Adnan, Weber, Ewald, Jin, Jin, Li, Mingyan, Liu, Feng and Crozier, Stuart (2013). B1 gradient encoding with the rotating RF coil. International Society for Magnetic Resonance in Medicine (ISMRM): 21st Scientific Meeting and Exhibition, Salt Lake City, UT, United States, 20-16 April 2013. New York, NY, United States: International Society of Magnetic Resonance in Medicine.

B1 gradient encoding with the rotating RF coil

2013

Conference Publication

Fast dynamic magnetic resonance imaging based on an improved Motion Estimation/Motion Compensation scheme

Ruan, Qinjie, Jin, Zhaoyang, Liu, Feng, Xu, Ping and Lai, Xiaoping (2013). Fast dynamic magnetic resonance imaging based on an improved Motion Estimation/Motion Compensation scheme. 2013 6th International Conference on Biomedical Engineering and Informatics, Hangzhou, China, 16-18 December 2013. Piscataway, NJ United States: IEEE Computer Society. doi: 10.1109/BMEI.2013.6746903

Fast dynamic magnetic resonance imaging based on an improved Motion Estimation/Motion Compensation scheme

2013

Conference Publication

Application of Rotating RF Coil Array in B1 Shimming with Strict Local SAR Constraints

Jin Jin, Liu, Feng, Trakic, Adnan, Weber, Ewald and Crozier, Stuart (2013). Application of Rotating RF Coil Array in B1 Shimming with Strict Local SAR Constraints. ISMRM (International Society for Magnetic Resonance in Medicine), Salt Lake City, USA, 20-26 April 2013.

Application of Rotating RF Coil Array in B1 Shimming with Strict Local SAR Constraints

2013

Journal Article

Distributed Compressed Sensing MRI Using Volume Array Coil

Feng, Zhen, Liu, Feng, Guo, He, Chen, Zhikui, Jiang, Mingfeng, Hong, Mingjian and Jia, Qi (2013). Distributed Compressed Sensing MRI Using Volume Array Coil. International Journal of Distributed Sensor Networks, 2013 (9) 989678, 989678. doi: 10.1155/2013/989678

Distributed Compressed Sensing MRI Using Volume Array Coil

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

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
  • 2022 - 2025
    Evaluation of 7T 8-channel MRI coil for imaging of the human spine
    Aix-Marseille University
    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

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

    Principal Advisor

    Other advisors: Associate Professor Kai-Hsiang Chuang

  • 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

    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

    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

    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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