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)

321 - 340 of 475 works

2010

Conference Publication

Time Division Multiplexed - Sensitivity Encoding (TDM-SENSE) with a mechanically rotating RF coil

Trakic, A., Wang, H., Weber, E., Li, B., Poole, M., Liu, F. and Crozier, S. (2010). Time Division Multiplexed - Sensitivity Encoding (TDM-SENSE) with a mechanically rotating RF coil. ISMRM, Stockholm, Sweden, 1-7 May 2010. New York, NY, U.S.A.: International Society of Magnetic Resonance in Medicine.

Time Division Multiplexed - Sensitivity Encoding (TDM-SENSE) with a mechanically rotating RF coil

2010

Conference Publication

Comparison and analysis of nonlinear algorithms for compressed sensing in MRI

Yu, Yeyang, Hong, Mingjian, Liu, Feng, Wang, Hua and Crozier, Stuart (2010). Comparison and analysis of nonlinear algorithms for compressed sensing in MRI. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Buenos Aires, Argentina, 31 August - 4 September, 2010. United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/IEMBS.2010.5627897

Comparison and analysis of nonlinear algorithms for compressed sensing in MRI

2010

Conference Publication

Estimating the coil sensitivity maps from the surface images in parallel imaging

Liu, XiaoFang, XiuZi, Ye and Liu, Feng (2010). Estimating the coil sensitivity maps from the surface images in parallel imaging. ICBECS 2010: 1st International Conference on Biomedical Engineering and Computer Science, Wuhan, China, 23-25 April, 2010. Piscataway, NJ, USA: IEEE. doi: 10.1109/ICBECS.2010.5462506

Estimating the coil sensitivity maps from the surface images in parallel imaging

2010

Conference Publication

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

Chi, Jieru, Liu, Feng, Xia, Ling, Shao, Tingting, Mason, David and Crozier, Stuart (2010). An improved cylindrical FDTD method and its application to field-tissue interaction study in MRI. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'10), Buenos Aires, Argentina, 31 August-4 September, 2010. Piscataway, NJ, U.S.A.: IEEE Engineering in Medicine and Biology Society : IEEE Consumer Electronics Society. doi: 10.1109/IEMBS.2010.5627189

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

2010

Conference Publication

A modelling study of a hybrid loop-strip coil structure for multichannel transceive breast array coil

Li, Y., Liu, F., Jin, J., Weber, E., Li, B., Wang, H. and Crozier, S. (2010). A modelling study of a hybrid loop-strip coil structure for multichannel transceive breast array coil. ISMRM, Stockholm, Sweden, 1-7 May, 2010. New York, NY, U.S.A.: International Society of Magnetic Resonance in Medicine.

A modelling study of a hybrid loop-strip coil structure for multichannel transceive breast array coil

2010

Conference Publication

A stripline-like coil element structure for high field phased array coils and its application for a 8-channel 9.4T small animal transceive array

Li. Y., Weber, E., Li, J., Liu, F., Schneider, J., Ohrel, S., Junge, S., Ullmann, P., Wick, M. and Crozier, S. (2010). A stripline-like coil element structure for high field phased array coils and its application for a 8-channel 9.4T small animal transceive array. ISMRM, Stockholm, Sweden, 1-7 May, 2010. New York, NY, U.S.A.: International Society of Magnetic Resonance in Medicine.

A stripline-like coil element structure for high field phased array coils and its application for a 8-channel 9.4T small animal transceive array

2009

Journal Article

Image reconstructions with the rotating RF coil

Trakic, A., Wang, H., Weber, E., Li, B. K., Poole, M., Liu, F. and Crozier, S. (2009). Image reconstructions with the rotating RF coil. Journal of Magnetic Resonance, 201 (2), 186-198. doi: 10.1016/j.jmr.2009.09.009

Image reconstructions with the rotating RF coil

2009

Journal Article

Hybrid numerical techniques for the modelling of radiofrequency coils in MRI

Li, Bing Keong, Liu, Feng, Weber, Ewald and Crozier, Stuart (2009). Hybrid numerical techniques for the modelling of radiofrequency coils in MRI. NMR in Biomedicine, 22 (9), 937-951. doi: 10.1002/nbm.1344

Hybrid numerical techniques for the modelling of radiofrequency coils in MRI

2009

Journal Article

Inverse design of a phased-array coil for breast magnetic resonance imaging

Li, Yu, Liu, Feng, Weber, Ewald, Li, Bing Keong and Crozier, Stuart (2009). Inverse design of a phased-array coil for breast magnetic resonance imaging. Concepts in Magnetic Resonance Part B- Magnetic Resonance Engineering, 35B (4), 221-231. doi: 10.1002/cmr.b.20145

Inverse design of a phased-array coil for breast magnetic resonance imaging

2009

Journal Article

The application of subspace preconditioned LSQR algorithm for solving the electrocardiography inverse problem

Jiang, Ming Feng, Xia, Ling, Huang, Weng Qing, Shou, Guo Fa, Liu, Feng and Crozier, Stuart (2009). The application of subspace preconditioned LSQR algorithm for solving the electrocardiography inverse problem. Medical Engineering and Physics, 31 (8), 979-985. doi: 10.1016/j.medengphy.2009.05.011

The application of subspace preconditioned LSQR algorithm for solving the electrocardiography inverse problem

2009

Journal Article

Palladium-Catalyzed Sequential Cyanation/N-Addition/N-Arylation in One-Pot: Efficient Synthesis of Luotonin A and Its Derivatives

Ju, Yi, Liu, Feng and Li, Chaozhong (2009). Palladium-Catalyzed Sequential Cyanation/N-Addition/N-Arylation in One-Pot: Efficient Synthesis of Luotonin A and Its Derivatives. Organic Letters, 11 (16), 3582-3585. doi: 10.1021/ol901305q

Palladium-Catalyzed Sequential Cyanation/N-Addition/N-Arylation in One-Pot: Efficient Synthesis of Luotonin A and Its Derivatives

2009

Journal Article

Intramolecular Formal [4+2] Cycloaddition of Nitriles with Amides Triggered by TMSOTf/Et<sub>3</sub>N: Highly Efficient Construction of Pyrrolo[1,2-<i>a</i>]pyrimidin-4(6<i>H</i>)-ones

Liu, Feng and Li, Chaozhong (2009). Intramolecular Formal [4+2] Cycloaddition of Nitriles with Amides Triggered by TMSOTf/Et3N: Highly Efficient Construction of Pyrrolo[1,2-a]pyrimidin-4(6H)-ones. Journal of Organic Chemistry, 74 (15), 5699-5702. doi: 10.1021/jo900907h

Intramolecular Formal [4+2] Cycloaddition of Nitriles with Amides Triggered by TMSOTf/Et<sub>3</sub>N: Highly Efficient Construction of Pyrrolo[1,2-<i>a</i>]pyrimidin-4(6<i>H</i>)-ones

2009

Journal Article

Network modeling of olfactory bulb neurons and study of information coding

Liu, Feng, Ye, Xue-Song, Shen, Xiao-Mei and Xia, Ling (2009). Network modeling of olfactory bulb neurons and study of information coding. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 37 (8), 1718-1722.

Network modeling of olfactory bulb neurons and study of information coding

2009

Journal Article

Solving the ECG forward problem by means of standard h- and h-hierarchical adaptive linear boundary element method: Comparison with two refinement schemes

Shou, Guofa, F., Xia, Ling, Jiang, Mingfeng, Liu, F and Crozier, S (2009). Solving the ECG forward problem by means of standard h- and h-hierarchical adaptive linear boundary element method: Comparison with two refinement schemes. IEEE Transactions on Biomedical Engineering, 56 (5) 4663636, 1454-1464. doi: 10.1109/TBME.2008.2008442

Solving the ECG forward problem by means of standard h- and h-hierarchical adaptive linear boundary element method: Comparison with two refinement schemes

2009

Journal Article

Effect of cardiac motion on solution of the electrocardiography inverse problem

Jiang, Ming Feng, Xia, Ling, Shou, Guofa, Wei, Qing, Liu, Feng and Crozier, Stuart (2009). Effect of cardiac motion on solution of the electrocardiography inverse problem. IEEE Transactions on Biomedical Engineering, 56 (4) 4637840, 923-931. doi: 10.1109/TBME.2008.2005967

Effect of cardiac motion on solution of the electrocardiography inverse problem

2009

Journal Article

Reverse-engineering of gradient coil designs based on experimentally measured magnetic fields and approximate knowledge of coil geometry-application in exposure evaluations

Liu, Feng, Trakic, Adnan, Sanchez Lopez, Hector, Wei, Qing, Fuentes, Miguel, Weber, Ewald and Crozier, Stuart (2009). Reverse-engineering of gradient coil designs based on experimentally measured magnetic fields and approximate knowledge of coil geometry-application in exposure evaluations. Concepts in Magnetic Resonance Part B- Magnetic Resonance Engineering, 35B (1), 32-43. doi: 10.1002/cmr.b.20129

Reverse-engineering of gradient coil designs based on experimentally measured magnetic fields and approximate knowledge of coil geometry-application in exposure evaluations

2009

Conference Publication

Equivalent magnetization current method applied to the design of gradient coils for magnetic resonance imaging

Sanchez Lopez, Hector, Liu, Feng, Poole, Michael and Crozier, Stuart (2009). Equivalent magnetization current method applied to the design of gradient coils for magnetic resonance imaging. New York, United States: IEEE. doi: 10.1109/TMAG.2008.2010053

Equivalent magnetization current method applied to the design of gradient coils for magnetic resonance imaging

2009

Journal Article

金属合金等温相变的体激活能及相变机制 II. β 黄铜等温相变. Overall activation energy of isothermal transformation in metal alloy and its mechanism: II. Isothermal transformation in beta brasses

康沫狂 Kang, Mokuang, 张明星 Zhang, Mingxing, 刘 峰 Liu, Feng and 朱明 Zhu, Ming (2009). 金属合金等温相变的体激活能及相变机制 II. β 黄铜等温相变. Overall activation energy of isothermal transformation in metal alloy and its mechanism: II. Isothermal transformation in beta brasses. 金属学报, 45 (1), 32-36.

金属合金等温相变的体激活能及相变机制 II. β 黄铜等温相变. Overall activation energy of isothermal transformation in metal alloy and its mechanism: II. Isothermal transformation in beta brasses

2009

Conference Publication

Numerical evaluation of induced field by body motion around high field MRI magnets: A case study with an implanted pacemaker

Wang, Hua, Liu, Feng, Li, Bing Keong, Trakic, Adnan and Crozier, Stuart (2009). Numerical evaluation of induced field by body motion around high field MRI magnets: A case study with an implanted pacemaker. 17th ISMRM Scientific Meeting & Exhibition, Honolulu, Hawaii, 18-24 April 2009. USA: International Society for Magnetic Resonance in Medicine.

Numerical evaluation of induced field by body motion around high field MRI magnets: A case study with an implanted pacemaker

2009

Conference Publication

An inverse method for the design of RF array coils with a sparse structure and its application for breast imaging

Li, Yu, Liu, Feng, Weber, Ewald, Li, Bing Keong and Crozier, Stuart (2009). An inverse method for the design of RF array coils with a sparse structure and its application for breast imaging. 17th ISMRM Scientific Meeting & Exhibition, Honolulu, Hawaii, 18-24 April 2009. USA: International Society for Magnetic Resonance in Medicine.

An inverse method for the design of RF array coils with a sparse structure and its application for breast imaging

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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