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)

181 - 200 of 491 works

2019

Conference Publication

Robust feature selection based on fuzzy rough sets with representative sample

Zhang, Zhimin, Chen, Weitong, Liu, Chengyu, Kang, Yun, Liu, Feng, Li, Yuwen and Wei, Shoushui (2019). Robust feature selection based on fuzzy rough sets with representative sample. ADMA: International Conference on Advanced Data Mining and Applications, Dalian, China, 21-23 November 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-35231-8_11

Robust feature selection based on fuzzy rough sets with representative sample

2019

Conference Publication

Modeling an Information-based Advanced Persistent Threat Attack on the Internal Network

Yan, Dingyu, Liu, Feng and Jia, Kun (2019). Modeling an Information-based Advanced Persistent Threat Attack on the Internal Network. IEEE International Conference on Communications (IEEE ICC), Shanghai Peoples R China, May 20-24, 2019. NEW YORK: IEEE. doi: 10.1109/icc.2019.8761077

Modeling an Information-based Advanced Persistent Threat Attack on the Internal Network

2019

Journal Article

A novel design method of independent zonal superconducting shim coil

Niu, Chaoqun, Zhu, Xuchen, Wang, Qiuliang, Li, Yi, Tang, Fangfang and Liu, Feng (2019). A novel design method of independent zonal superconducting shim coil. IEEE Transactions on Applied Superconductivity, 29 (1) 4400108, 1-8. doi: 10.1109/tasc.2018.2849977

A novel design method of independent zonal superconducting shim coil

2019

Conference Publication

A novel mixed integer programming scheme for passive shimming in MRI

Qu, Hongyi, Niu, Chaoqun, Liu, Yang, Wang, Qiuliang and Liu, Feng (2019). A novel mixed integer programming scheme for passive shimming in MRI. Photonics & Electromagnetics Research Symposium - Fall (PIERS - Fall), Xiamen, China, 17-20 December 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/PIERS-Fall48861.2019.9021454

A novel mixed integer programming scheme for passive shimming in MRI

2019

Journal Article

Changes of the postcentral cortex in irritable bowel syndrome patients

Nan, Jiaofen, Yang, Wenya, Meng, Panting, Huang, Wei, Zheng, Qian, Xia, Yongquan and Liu, Feng (2019). Changes of the postcentral cortex in irritable bowel syndrome patients. Brain Imaging and Behavior, 14 (5), 1566-1576. doi: 10.1007/s11682-019-00087-7

Changes of the postcentral cortex in irritable bowel syndrome patients

2019

Journal Article

The optimal target magnetic field method for passive shimming in MRI

Qu, Hongyi, Niu, Chaoqun, Wang, Yaohui, Wang, Qiuliang, Xia, Ling and Liu, Feng (2019). The optimal target magnetic field method for passive shimming in MRI. Journal of Superconductivity and Novel Magnetism, 33 (3), 867-875. doi: 10.1007/s10948-019-05241-2

The optimal target magnetic field method for passive shimming in MRI

2018

Journal Article

Efficient sleep classification based on entropy features and support vector machine classifier

Zhang, Zhimin, Wei, Shoushui, Zhu, Guohun, Liu, Feifei, Li, Yuwen, Dong, Xiaotong, Liu, Chengyu and Liu, Feng (2018). Efficient sleep classification based on entropy features and support vector machine classifier. Physiological Measurement, 39 (11) 115005, 115005. doi: 10.1088/1361-6579/aae943

Efficient sleep classification based on entropy features and support vector machine classifier

2018

Journal Article

Reference-based integral MR-EPT: simulation and experiment studies on the 9.4T MRI

Guo, Lei, Jin, Jin, Li, Mingyan, Wang, Yaohui, Liu, Chun yi, Liu, Feng and Crozier, Stuart (2018). Reference-based integral MR-EPT: simulation and experiment studies on the 9.4T MRI. IEEE Transactions on Biomedical Engineering, 66 (7) 8523676, 1-1. doi: 10.1109/tbme.2018.2879667

Reference-based integral MR-EPT: simulation and experiment studies on the 9.4T MRI

2018

Journal Article

Numerical design of high-efficiency whole-body gradient coils with a hybrid cylindrical-planar structure

Niu, Chaoqun, Wang, Qiuliang, Hu, Yang, Wang, Yaohui, Tang, Fangfang, Liu, Feng and Crozier, Stuart (2018). Numerical design of high-efficiency whole-body gradient coils with a hybrid cylindrical-planar structure. IEEE Transactions on Biomedical Engineering, 66 (6) 8502156, 1628-1636. doi: 10.1109/TBME.2018.2877429

Numerical design of high-efficiency whole-body gradient coils with a hybrid cylindrical-planar structure

2018

Journal Article

Smart wearables in healthcare: Signal processing, device development, and clinical applications

Liu, Chengyu, Liu, Feng, Zhang, Li, Su, Yi and Murray, Alan (2018). Smart wearables in healthcare: Signal processing, device development, and clinical applications. Journal of Healthcare Engineering, 2018 1696924, 1-2. doi: 10.1155/2018/1696924

Smart wearables in healthcare: Signal processing, device development, and clinical applications

2018

Journal Article

An actively shielded gradient coil design for use in planar MRI systems with limited space

Wang, Yaohui, Wang, Qiuliang, Guo, Lei, Chen, Zhifeng, Niu, Chaoqun and Liu, Feng (2018). An actively shielded gradient coil design for use in planar MRI systems with limited space. Review of Scientific Instruments, 89 (9) 095110, 095110. doi: 10.1063/1.5043331

An actively shielded gradient coil design for use in planar MRI systems with limited space

2018

Journal Article

First measurement of <i>e</i><SUP>+</SUP><i>e</i><SUP>-</SUP> → <i>pK<sub>S</sub></i><SUP>0</SUP>(<i>n</i>)over-bar<i>K</i><SUP>-</SUP> + c.c. above open charm threshold

Ablikim, M., Achasov, M. N., Ahmed, S., Albrecht, M., Alekseev, M., Amoroso, A., An, F. F., An, Q., Bai, J. Z., Bai, Y., Bakina, O., Ferroli, R. Baldini, Ban, Y., Begzsuren, K., Bennett, D. W., Bennett, J. V., Berger, N., Bertani, M., Bettoni, D., Bianchi, F., Boger, E., Boyko, I., Briere, R. A., Cai, H., Cai, X., Cakir, O., Calcaterra, A., Cao, G. F., Cetin, S. A. ... Zou, J. H. (2018). First measurement of e+e- → pKS0(n)over-barK- + c.c. above open charm threshold. Physical Review D, 98 (3) 032014. doi: 10.1103/PhysRevD.98.032014

First measurement of <i>e</i><SUP>+</SUP><i>e</i><SUP>-</SUP> → <i>pK<sub>S</sub></i><SUP>0</SUP>(<i>n</i>)over-bar<i>K</i><SUP>-</SUP> + c.c. above open charm threshold

2018

Journal Article

Age-related network topological difference based on the sleep ECG signal

Zhu, Guohun, Wang, Cong, Liu, Feng, Tang, Liyan and Zheng, Jinou (2018). Age-related network topological difference based on the sleep ECG signal. Physiological Measurement, 39 (8) 084009, 084009. doi: 10.1088/1361-6579/aad941

Age-related network topological difference based on the sleep ECG signal

2018

Journal Article

MR-based electrical properties tomography using a modified finite difference scheme

Liu, Chunyi, Jin, Jin, Guo, Lei, Li, Mingyan, Tesiram, Yasvir, Chen, Haiwei, Liu, Feng, Xin, Xuegang and Crozier, Stuart (2018). MR-based electrical properties tomography using a modified finite difference scheme. Physics in Medicine and Biology, 63 (14) 145013, 145013. doi: 10.1088/1361-6560/aacc35

MR-based electrical properties tomography using a modified finite difference scheme

2018

Journal Article

Numerical simulations on active shielding methods comparison and wrapped angle optimization for gradient coil design in MRI with enhanced shielding effect

Wang, Yaohui, Xin, Xuegang, Guo, Lei, Chen, Zhifeng and Liu, Feng (2018). Numerical simulations on active shielding methods comparison and wrapped angle optimization for gradient coil design in MRI with enhanced shielding effect. Review of Scientific Instruments, 89 (5) 055116, 055116. doi: 10.1063/1.5020087

Numerical simulations on active shielding methods comparison and wrapped angle optimization for gradient coil design in MRI with enhanced shielding effect

2018

Journal Article

Progressive Scrambling for Social Media

Yan, Wei Qi, Wu, Xiaotian and Liu, Feng (2018). Progressive Scrambling for Social Media. International Journal of Digital Crime and Forensics, 10 (2), 56-73. doi: 10.4018/IJDCF.2018040104

Progressive Scrambling for Social Media

2018

Journal Article

Radial magnetic resonance imaging (MRI) using a rotating radiofrequency (RF) coil at 9.4 T

Li, Mingyan, Weber, Ewald, Jin, Jin, Hugger, Thimo, Tesiram, Yasvir, Ullmann, Peter, Stark, Simon, Fuentes, Miguel, Junge, Sven, Liu, Feng and Crozier, Stuart (2018). Radial magnetic resonance imaging (MRI) using a rotating radiofrequency (RF) coil at 9.4 T. NMR in Biomedicine, 31 (2) e3860, e3860. doi: 10.1002/nbm.3860

Radial magnetic resonance imaging (MRI) using a rotating radiofrequency (RF) coil at 9.4 T

2018

Journal Article

Technical Note: Sequential combination of parallel imaging and dynamic artificial sparsity framework for rapid free-breathing golden-angle radial dynamic MRI: K-T ARTS-GROWL

Chen, Zhifeng, Kang, Liyi, Xia, Ling, Wang, Qiuliang, Li, Yi, Hu, Xinning, Liu, Feng and Huang, Feng (2018). Technical Note: Sequential combination of parallel imaging and dynamic artificial sparsity framework for rapid free-breathing golden-angle radial dynamic MRI: K-T ARTS-GROWL. Medical Physics, 45 (1), 202-213. doi: 10.1002/mp.12639

Technical Note: Sequential combination of parallel imaging and dynamic artificial sparsity framework for rapid free-breathing golden-angle radial dynamic MRI: K-T ARTS-GROWL

2018

Journal Article

Physical and Chemical Enhancement of and Adaptive Resistance to Irreversible Electroporation of Pancreatic Cancer

Shao, Qi, Liu, Feng, Chung, Connie, Elahi-Gedwillo, Kianna, Provenzano, Paolo P., Forsyth, Bruce and Bischof, John C. (2018). Physical and Chemical Enhancement of and Adaptive Resistance to Irreversible Electroporation of Pancreatic Cancer. Annals of Biomedical Engineering, 46 (1), 25-36. doi: 10.1007/s10439-017-1932-3

Physical and Chemical Enhancement of and Adaptive Resistance to Irreversible Electroporation of Pancreatic Cancer

2017

Journal Article

An efficient integral-based method for three-dimensional MR-EPT and the calculation of the RF-Coil-Induced Bz field

Guo, Lei, Jin, Jin, Liu, Chunyi, Liu, Feng and Crozier, Stuart (2017). An efficient integral-based method for three-dimensional MR-EPT and the calculation of the RF-Coil-Induced Bz field. IEEE Transactions on Biomedical Engineering, 65 (2) 8068998, 282-293. doi: 10.1109/TBME.2017.2763590

An efficient integral-based method for three-dimensional MR-EPT and the calculation of the RF-Coil-Induced Bz field

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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