![Professor Feng Liu](/sites/default/files/profiles/951.jpeg)
Overview
Availability
- Professor Feng Liu is:
- Available for supervision
- Media expert
Fields of research
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
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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.
Works
Search Professor Feng Liu’s works on UQ eSpace
2005
Conference Publication
Using the STIR Optimization Method to Determine the Optimal Rung Drives for Resonators in High Field Head MRI
Liu, Feng, Crozier, Stuart, Trakic, Adnan, Xu, Bin, Li, Bing Keong and Wei, Qing (2005). Using the STIR Optimization Method to Determine the Optimal Rung Drives for Resonators in High Field Head MRI. 13th International Society for Magnetic Resonance in Medicine (ISMRM-2005), Miami Beach, Florida, USA, 7-13 May 2005. Berkeley, California, USA: Society of Magnetic Resonance.
2005
Conference Publication
Comparative study of symmetric and asymmetric cylindrical MRI gradient Y-coils in terms of induced eddy currents
Trakic, A., Liu, F. and Crozier, S. (2005). Comparative study of symmetric and asymmetric cylindrical MRI gradient Y-coils in terms of induced eddy currents. 27th Annual IEEE Engineering in Medicine and Biology Society, ShangHai, China, 1-4 September 2005. USA: IEEE. doi: 10.1109/iembs.2005.1616121
2005
Conference Publication
Right ventricle extraction by low level and model-based algorithm
Liu, Nianjun, Crozier, Stuart, Wilson, Stephen, Liu, Feng, Appleton, Ben, Trakic, Adnan, Wei, Qing, Strugnell, Wendy, Slaughter, Richard and Riley, Robyn (2005). Right ventricle extraction by low level and model-based algorithm. 27th Annual IEEE Engineering in Medicine and Biology Society, Shanghai, China, 1-4 September 2005. Piscataway, NJ United States: IEEE. doi: 10.1109/IEMBS.2005.1616745
2005
Journal Article
Focused, eight-element transceive phased array coil for parallel magnetic resonance imaging of the chest-theoretical considerations
Li, B. K., Liu, F. and Crozier, S. (2005). Focused, eight-element transceive phased array coil for parallel magnetic resonance imaging of the chest-theoretical considerations. Magnetic Resonance In Medicine, 53 (6), 1251-1257. doi: 10.1002/mrm.20505
2005
Conference Publication
An Inverse Methodology for High Frequency RF Coil Design with De-emphasized B1 field
Xu, Bin, Li, Bing Keong, Crozier, Stuart, Liu, Feng and Wei, Qing (2005). An Inverse Methodology for High Frequency RF Coil Design with De-emphasized B1 field. 13th International Society for Magnetic Resonance in Medicine (ISMRM-2005), Miami Beach, Florida, USA, 7-13 May 2005. Berkeley, California, USA: Society of Magnetic Resonance.
2004
Conference Publication
An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI
Wei, Q., Crazier, S., Xia, L. and Liu, F. (2004). An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI.
2004
Conference Publication
Beating heart modeling and simulation
Xia, L., Huo, M. M., Zhang, X., Wei, Q. and Liu, F. (2004). Beating heart modeling and simulation. doi: 10.1109/cic.2004.1442890
2004
Journal Article
A distributed equivalent magnetic current based FDTD method for the calculation of E-fields induced by gradient coils
Liu, F. and Crozier, S. (2004). A distributed equivalent magnetic current based FDTD method for the calculation of E-fields induced by gradient coils. Journal of Magnetic Resonance, 169 (2), 323-327. doi: 10.1016/j.jmr.2004.05.011
2004
Conference Publication
Debye potential based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils
Liu, F., Crozier, S. and Li, B.K.J. (2004). Debye potential based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils. The International Society for Magnetic Resonance in Medicine's Twelfth Scientific Meeting and Exhibition, Tokyo, 15-21 May, 2004. Berkeley, California: International Society for Magnetic Resonance in Medicine.
2004
Conference Publication
An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI
Wei, Q., Crozier, S., Xia, L. and Liu, F. (2004). An object-oriented designed finite-difference time-domain simulator for electromagnetic analysis and design in MRI. The Twenty-Sixth Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEMBS '04), San Francisco, U.S.A., 1-5 September 2004. Piscataway, NJ, U.S.A.: IEEE Engineering in Medicine and Biology Society. doi: 10.1109/IEMBS.2004.1403360
2004
Conference Publication
Motion analysis of right ventricular wall based on an electromechanical biventricular model
Xia, L., Huo, M., Liu, F., He, B. and Crozier, S. (2004). Motion analysis of right ventricular wall based on an electromechanical biventricular model. The Twenty-Sixth Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEMBS '04), San Francisco, United States, 1-5 September 2004. Piscataway, NJ, United States: IEEE Engineering in Medicine and Biology Society. doi: 10.1109/IEMBS.2004.1403304
2004
Conference Publication
An inverse methodology for high frequency RF head coil design with pre-emphasized B1 field in MRI
Xu, B., Crozier, S., Li, B. K., Wei, Q. and Liu, F. (2004). An inverse methodology for high frequency RF head coil design with pre-emphasized B1 field in MRI. 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2004, San Francisco, CA, United States, 1-5 September 2004. Washington, DC, United States: Alliance for Engineering in Medicine and Biology.
2004
Conference Publication
Dyadic gree function/MoM based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by RF coil
Liu, F., Crozier, S., Xu, B. and Gregg, I. (2004). Dyadic gree function/MoM based method for the analysis of electromagnetic fields inside a lossy, multilayered spherical head phantom excited by RF coil. The International Society for Magnetic Resonance in Medicine's Twelfth Scientific Meeting and Exhibition, Tokyo, 15-21 May, 2004. Berkeley, California: International Society for Magnetic Resonance in Medicine.
2004
Conference Publication
Numerical evaluation of e-fields induced by body motion near high-field MRI scanner
Crozier, S. and Liu, F. (2004). Numerical evaluation of e-fields induced by body motion near high-field MRI scanner. The Twenty-Sixth Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEMBS '04), San Francisco, United States, 1-5 September 2004. Piscataway, NJ, United States: IEEE Engineering in Medicine and Biology Society. doi: 10.1109/IEMBS.2004.1403361
2004
Journal Article
Electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils: models and methods
Liu, F. and Crozier, S. (2004). Electromagnetic fields inside a lossy, multilayered spherical head phantom excited by MRI coils: models and methods. Physics In Medicine And Biology, 49 (10), 1835-1851. doi: 10.1088/0031-9155/49/10/001
2004
Conference Publication
A FDTD model for the calculation of gradient-induced eddy currents in MRI magnets
Liu, F. and Crozier, S. (2004). A FDTD model for the calculation of gradient-induced eddy currents in MRI magnets. The International Society for Magnetic Resonance in Medicine's Twelfth Scientific Meeting and Exhibition, Tokyo, 15-21 May, 2004. Berkeley, California: International Society for Magnetic Resonance in Medicine.
2004
Conference Publication
An inverse methodology for high frequency RF head coil design with pre-emphasized B1 field in MRI
Xu, B., Crozier, S., Li, B. K. J., Wei, Q. and Liu, F. (2004). An inverse methodology for high frequency RF head coil design with pre-emphasized B1 field in MRI. The Twenty-Sixth Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEMBS '04), San Francisco, U.S.A., 1-5 September 2004. Piscataway, NJ, U.S.A.: IEEE Engineering in Medicine and Biology Society. doi: 10.1109/IEMBS.2004.1403363
2004
Journal Article
Numerical modelling of thermal effects in rats due to high-field magnetic resonance imaging (0.5-1 GHz)
Trakic, Adnan, Crozier, Stuart and Liu, Feng (2004). Numerical modelling of thermal effects in rats due to high-field magnetic resonance imaging (0.5-1 GHz). Physics in Medicine and Biology, 49 (24), 5547-5558. doi: 10.1088/0031-9155/49/24/010
2004
Conference Publication
A distributed equivalent-magnetic current based FDTD method for the evaluation of the eddy currents induced by pulsed gradient fields
Liu, F., Crozier, S. and Wei, Q. (2004). A distributed equivalent-magnetic current based FDTD method for the evaluation of the eddy currents induced by pulsed gradient fields. The International Society for Magnetic Resonance in Medicine's Twelfth Scientific Meeting and Exhibition, Tokyo, 15-21 May, 2004. Berkeley, California: International Society for Magnetic Resonance in Medicine.
2004
Conference Publication
An equivalent distributed magnetic current based FDTD method for the calculation of e-fields induced by gradient coils in MRI
Liu, F., Crozier, S. and Wei, Q. (2004). An equivalent distributed magnetic current based FDTD method for the calculation of e-fields induced by gradient coils in MRI. The Twenty-Sixth Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEMBS '04), San Francisco, United States, 1-5 September 2004. Piscataway, NJ, United States: IEEE Engineering in Medicine and Biology Society. doi: 10.1109/IEMBS.2004.1403362
Funding
Current funding
Supervision
Availability
- Professor Feng Liu is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Available projects
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AI-based Magnetic Resonance Imaging
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Novel Hardware design in MRI
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AI-based ECG study
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Computational Electromagnetics and Its Application in MRI
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Novel Imaging Methods in MRI
Supervision history
Current supervision
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Doctor Philosophy
Passive shimming and electromagnetic contrast imaging at ultrahigh field MRI
Principal Advisor
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Doctor Philosophy
Advance low-field MRI with deep learning fused techonologies
Principal Advisor
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Doctor Philosophy
AI-empowered super-resolution MRI
Principal Advisor
-
Doctor Philosophy
Diagnosis of Arrhythmia using ECG signal classification by neural networks
Principal Advisor
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Doctor Philosophy
A novel radio-frequency (RF) antenna system for X-nuclei magnetic resonance imaging
Principal Advisor
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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
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Doctor Philosophy
Radio-frequency system design for magnetic resonance imaging at 7 Tesla
Principal Advisor
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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
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Doctor Philosophy
Improving Artificial Intelligence And Deep Learning Algorithms In Super-Resolution Imaging
Principal Advisor
Other advisors: Associate Professor Kai-Hsiang Chuang
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Doctor Philosophy
MR image processing through advanced optimisation techniques and deep learning
Associate Advisor
Other advisors: Dr Hongfu Sun
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Doctor Philosophy
MRI methods development through deep learning
Associate Advisor
Other advisors: Dr Hongfu Sun
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Doctor Philosophy
MR image processing through advanced optimisation techniques and deep learning
Associate Advisor
Other advisors: Dr Hongfu Sun
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Doctor Philosophy
Development of novel deep learning methods for medical imaging
Associate Advisor
Other advisors: Dr Nan Ye, Dr Hongfu Sun
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Doctor Philosophy
MR image processing through advanced optimization techniques and deep learning
Associate Advisor
Other advisors: Dr Hongfu Sun
Completed supervision
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2024
Doctor Philosophy
Key Applications in Deep Learning Based Quantitative Susceptibility Mapping
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier, Dr Hongfu Sun
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2023
Doctor Philosophy
Cardiac Arrhythmia Classification: Methods Development and Applications
Principal Advisor
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2022
Doctor Philosophy
Improving deep learning-based fast MRI with pre-acquired image guidance
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier, Dr Shakes Chandra
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2022
Doctor Philosophy
Deep Learning-based Quantitative Susceptibility Mapping: Methods Development and Applications
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier, Dr Hongfu Sun
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2021
Doctor Philosophy
Correction of Magnetic Resonance Image Distortion due to Gradient Nonlinearity in the Australian MRI-Linac System
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2020
Doctor Philosophy
Magnetic Resonance Based Electrical Properties Tomography in High/Ultra-High Field MRI
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2016
Doctor Philosophy
Gradient coil design and intra-coil eddy currents in MRI systems
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2016
Doctor Philosophy
Improving the Image Quality in Compressed Sensing MRI by the Exploitation of Data Properties
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2015
Master Philosophy
The Design of Radiofrequency Coils for a MRI-LINAC System
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2014
Doctor Philosophy
Exploitation of Sparsity in Compressed Sensing MRI
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2014
Doctor Philosophy
Split-gradient coil design and analysis for hybrid MRI-involved system
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2013
Doctor Philosophy
Computational Electromagnetics-tailored Inverse Solution to Radiofrequency Issues of High Field MRI
Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2017
Doctor Philosophy
Gradient Coil Design and Acoustic Noise Control in Magnetic Resonance Imaging Systems
Joint Principal Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2024
Doctor Philosophy
Efficient Image Representations for Compressed Sensing MRI
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Professor Markus Barth, Dr Shakes Chandra
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2019
Doctor Philosophy
Radiofrequency safety and shimming near metal hip prostheses at high and ultra-high field MRI
Associate Advisor
Other advisors: Professor Markus Barth, Emeritus Professor Stuart Crozier
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2015
Doctor Philosophy
The Development of Rotating Radiofrequency Techniques for Ultra-High Field Magnetic Resonance Imaging
Associate Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2011
Doctor Philosophy
Transceive Phased-array Systems for Parallel MRI
Associate Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2011
Master Philosophy
Thoracic electrical impedance model: Investigation into the contribution of ventricular blood volume to the impedance cardiogram.
Associate Advisor
Other advisors: Emeritus Professor Stuart Crozier
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2007
Doctor Philosophy
NUMERICAL MODELLING OF ELECTROMAGNETIC FIELD - MATERIAL INTERACTIONS IN MAGNETIC RESONANCE IMAGING
Associate Advisor
Other advisors: Emeritus Professor Stuart Crozier
Media
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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