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

558 works between 1997 and 2026
All (558) Journal Article (378) Other Outputs (3) Conference Publication (177)

161 - 180 of 558 works

2021

Journal Article

Deep unregistered multi-contrast MRI reconstruction

Liu, Xinwen, Wang, Jing, Jin, Jin, Li, Mingyan, Tang, Fangfang, Crozier, Stuart and Liu, Feng (2021). Deep unregistered multi-contrast MRI reconstruction. Magnetic Resonance Imaging, 81, 33-41. doi: 10.1016/j.mri.2021.05.005

Deep unregistered multi-contrast MRI reconstruction

2021

Journal Article

Description of inverse energy cascade in homogeneous isotropic turbulence using an eigenvalue method

Liu, Feng, Liu, Hantao, Zhao, Hongkai and Lyu, Pengfei (2021). Description of inverse energy cascade in homogeneous isotropic turbulence using an eigenvalue method. Applied Mathematics and Mechanics, 42 (9), 1233-1246. doi: 10.1007/s10483-021-2767-7

Description of inverse energy cascade in homogeneous isotropic turbulence using an eigenvalue method

2021

Journal Article

Maternal genetic structure of a neolithic population of the Yangshao culture

Miao, Bo, Liu, Yichen, Gu, Wanfa, Wei, Qingli, Wu, Qian, Wang, Wenjun, Zhang, Ming, Ding, Manyu, Wang, Tianyi, Liu, Juncen, Liu, Feng, Cao, Peng, Dai, Qingyan, Yang, Ruowei, Feng, Xiaotian, Ping, Wanjing, Hou, Weihong, Yuan, Haibing and Fu, Qiaomei (2021). Maternal genetic structure of a neolithic population of the Yangshao culture. Journal of Genetics and Genomics, 48 (8), 746-750. doi: 10.1016/j.jgg.2021.04.005

Maternal genetic structure of a neolithic population of the Yangshao culture

2021

Journal Article

Integrated multi-modal antenna with coupled radiating structures (I-MARS) for 7T pTx body MRI

Destruel, Aurelien, Jin, Jin, Weber, Ewald, Li, Mingyan, Engstrom, Craig, Liu, Feng and Crozier, Stuart (2021). Integrated multi-modal antenna with coupled radiating structures (I-MARS) for 7T pTx body MRI. IEEE Transactions on Medical Imaging, 41 (1), 1-13. doi: 10.1109/TMI.2021.3103654

Integrated multi-modal antenna with coupled radiating structures (I-MARS) for 7T pTx body MRI

2021

Journal Article

Amplitude analysis and branching fraction measurement of D<sub>s</sub><sup>+</sup> → K<sup>+</sup>K<sup>-</sup>π<sup>+</sup>

Ablikim, M., Achasov, M. N., Adlarson, P., Ahmed, S., Albrecht, M., Amoroso, A., An, Q., Anita,, Bai, Y., Bakina, O., Ferroli, R. Baldini, Balossino,, Ban, Y., Begzsuren, K., Bennett, J., Berger, N., Bertani, M., Bettoni, D., Bianchi, F., Biernat, J., Bloms, J., Bortone, A., Boyko,, Briere, R. A., Cai, H., Cai, X., Calcaterra, A., Cao, G. F., Cao, N. ... Zou, J. H. (2021). Amplitude analysis and branching fraction measurement of Ds+ → K+K-π+. Physical Review D, 104 (1) 012016, 1-19. doi: 10.1103/PhysRevD.104.012016

Amplitude analysis and branching fraction measurement of D<sub>s</sub><sup>+</sup> → K<sup>+</sup>K<sup>-</sup>π<sup>+</sup>

2021

Journal Article

Genetic continuity of Bronze Age ancestry with increased steppe-related ancestry in Late Iron Age Uzbekistan

Kumar, Vikas, Bennett, E. Andrew, Zhao, Dongyue, Liang, Yun, Tang, Yunpeng, Ren, Meng, Dai, Qinyan, Feng, Xiaotian, Cao, Peng, Yang, Ruowei, Liu, Feng, Ping, Wanjing, Zhang, Ming, Ding, Manyu, Yang, Melinda A., Amridin, Berdimurodov, Muttalib, Hasanov, Wang, Jianxin and Fu, Qiaomei (2021). Genetic continuity of Bronze Age ancestry with increased steppe-related ancestry in Late Iron Age Uzbekistan. Molecular Biology and Evolution, 38 (11), 4908-4917. doi: 10.1093/molbev/msab216

Genetic continuity of Bronze Age ancestry with increased steppe-related ancestry in Late Iron Age Uzbekistan

2021

Journal Article

Human population history at the crossroads of East and Southeast Asia since 11,000 years ago

Wang, Tianyi, Wang, Wei, Xie, Guangmao, Li, Zhen, Fan, Xuechun, Yang, Qingping, Wu, Xichao, Cao, Peng, Liu, Yichen, Yang, Ruowei, Liu, Feng, Dai, Qingyan, Feng, Xiaotian, Wu, Xiaohong, Qin, Ling, Li, Fajun, Ping, Wanjing, Zhang, Lizhao, Zhang, Ming, Liu, Yalin, Chen, Xiaoshan, Zhang, Dongju, Zhou, Zhenyu, Wu, Yun, Shafiey, Hassan, Gao, Xing, Curnoe, Darren, Mao, Xiaowei, Bennett, E. Andrew ... Fu, Qiaomei (2021). Human population history at the crossroads of East and Southeast Asia since 11,000 years ago. Cell, 184 (14), 3829-3841.e21. doi: 10.1016/j.cell.2021.05.018

Human population history at the crossroads of East and Southeast Asia since 11,000 years ago

2021

Journal Article

Maternal genetic structure in ancient Shandong between 9500 and 1800 years ago

Liu, Juncen, Zeng, Wen, Sun, Bo, Mao, Xiaowei, Zhao, Yongsheng, Wang, Fen, Li, Zhenguang, Luan, Fengshi, Guo, Junfeng, Zhu, Chao, Wang, Zimeng, Wei, Chengmin, Zhang, Ming, Cao, Peng, Liu, Feng, Dai, Qingyan, Feng, Xiaotian, Yang, Ruowei, Hou, Weihong, Ping, Wanjing, Wu, Xiaohong, Bennett, E. Andrew, Liu, Yichen and Fu, Qiaomei (2021). Maternal genetic structure in ancient Shandong between 9500 and 1800 years ago. Science Bulletin, 66 (11), 1129-1135. doi: 10.1016/j.scib.2021.01.029

Maternal genetic structure in ancient Shandong between 9500 and 1800 years ago

2021

Journal Article

The deep population history of northern East Asia from the Late Pleistocene to the Holocene

Mao, Xiaowei, Zhang, Hucai, Qiao, Shiyu, Liu, Yichen, Chang, Fengqin, Xie, Ping, Zhang, Ming, Wang, Tianyi, Li, Mian, Cao, Peng, Yang, Ruowei, Liu, Feng, Dai, Qingyan, Feng, Xiaotian, Ping, Wanjing, Lei, Chuzhao, Olsen, John W., Bennett, E. Andrew and Fu, Qiaomei (2021). The deep population history of northern East Asia from the Late Pleistocene to the Holocene. Cell, 184 (12), 3256-3266.e13. doi: 10.1016/j.cell.2021.04.040

The deep population history of northern East Asia from the Late Pleistocene to the Holocene

2021

Journal Article

ReUINet: A fast GNL distortion correction approach on a 1.0 T MRI-Linac scanner

Shan, Shanshan, Li, Mao, Li, Mingyan, Tang, Fangfang, Crozier, Stuart and Liu, Feng (2021). ReUINet: A fast GNL distortion correction approach on a 1.0 T MRI-Linac scanner. Medical Physics, 48 (6), 2991-3002. doi: 10.1002/mp.14861

ReUINet: A fast GNL distortion correction approach on a 1.0 T MRI-Linac scanner

2021

Journal Article

Recurrence plot-based approach for cardiac arrhythmia classification using Inception-ResNet-v2

Zhang, Hua, Liu, Chengyu, Zhang, Zhimin, Xing, Yujie, Liu, Xinwen, Dong, Ruiqing, He, Yu, Xia, Ling and Liu, Feng (2021). Recurrence plot-based approach for cardiac arrhythmia classification using Inception-ResNet-v2. Frontiers in Physiology, 12 648950, 648950. doi: 10.3389/fphys.2021.648950

Recurrence plot-based approach for cardiac arrhythmia classification using Inception-ResNet-v2

2021

Journal Article

Optimizing multicontrast MRI reconstruction with shareable feature aggregation and selection

Liu, Xinwen, Wang, Jing, Lin, Suzhen, Crozier, Stuart and Liu, Feng (2021). Optimizing multicontrast MRI reconstruction with shareable feature aggregation and selection. NMR in Biomedicine, 34 (8) e4540, 1-13. doi: 10.1002/nbm.4540

Optimizing multicontrast MRI reconstruction with shareable feature aggregation and selection

2021

Journal Article

Effect of radiofrequency inhomogeneity on water-content based electrical properties tomography and its correction by flip angle maps

Han, Jijun, Gao, Yunyu, Nan, Xiang, Yu, Xuefei, Liu, Feng and Xin, Sherman Xuegang (2021). Effect of radiofrequency inhomogeneity on water-content based electrical properties tomography and its correction by flip angle maps. Magnetic Resonance Imaging, 78, 25-34. doi: 10.1016/j.mri.2020.12.020

Effect of radiofrequency inhomogeneity on water-content based electrical properties tomography and its correction by flip angle maps

2021

Conference Publication

Accelerating QSM using compressed sensing and deep neural network

Gao, Yang, Liu, Feng, Crozier, Stuart and Sun, Hongfu (2021). Accelerating QSM using compressed sensing and deep neural network. 2021 ISMRM & SMRT Annual Meeting & Exhibition, Online, 15-20 May 2021. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine.

Accelerating QSM using compressed sensing and deep neural network

2021

Journal Article

Semantic-contrast generative adversarial network based highly undersampled MRI reconstruction&nbsp;

Ma, Feng-Fei, Lin, Su-Zhen, Liu, Feng, Wang, Li-Fang and Li, Da-Wei (2021). Semantic-contrast generative adversarial network based highly undersampled MRI reconstruction&nbsp;. Computer Science, 48 (4), 169-173. doi: 10.11896/jsjkx.200600047

Semantic-contrast generative adversarial network based highly undersampled MRI reconstruction&nbsp;

2021

Journal Article

Structure and microwave dielectric properties of gillespite-type ACuSi4O10 (A = Ca, Sr, Ba) ceramics and quantitative prediction of the Q x f value via machine learning

Qin, Jincheng, Liu, Zhifu, Ma, Mingsheng, Liu, Feng, Qi, Ze-Ming and Li, Yongxiang (2021). Structure and microwave dielectric properties of gillespite-type ACuSi4O10 (A = Ca, Sr, Ba) ceramics and quantitative prediction of the Q x f value via machine learning. ACS Applied Materials and Interfaces, 13 (15), 17817-17826. doi: 10.1021/acsami.1c01909

Structure and microwave dielectric properties of gillespite-type ACuSi4O10 (A = Ca, Sr, Ba) ceramics and quantitative prediction of the Q x f value via machine learning

2021

Journal Article

Non-equilibrium turbulent phenomena in transitional flat plate boundary-layer flows

Liu, Feng, Fang, Le and Fang, Jian (2021). Non-equilibrium turbulent phenomena in transitional flat plate boundary-layer flows. Applied Mathematics and Mechanics-English Edition, 42 (4), 567-582. doi: 10.1007/s10483-021-2728-9

Non-equilibrium turbulent phenomena in transitional flat plate boundary-layer flows

2021

Journal Article

Ancient Xinjiang mitogenomes reveal intense admixture with high genetic diversity

Wang, Wenjun, Ding, Manyu, Gardner, Jacob D., Wang, Yongqiang, Miao, Bo, Guo, Wu, Wu, Xinhua, Ruan, Qiurong, Yu, Jianjun, Hu, Xingjun, Wang, Bo, Wu, Xiaohong, Tang, Zihua, Niyazi, Alipujiang, Zhang, Jie, Chang, Xien, Tang, Yunpeng, Ren, Meng, Cao, Peng, Liu, Feng, Dai, Qingyan, Feng, Xiaotian, Yang, Ruowei, Zhang, Ming, Wang, Tianyi, Ping, Wanjing, Hou, Weihong, Li, Wenying, Ma, Jian ... Fu, Qiaomei (2021). Ancient Xinjiang mitogenomes reveal intense admixture with high genetic diversity. Science Advances, 7 (14) eabd6690. doi: 10.1126/sciadv.abd6690

Ancient Xinjiang mitogenomes reveal intense admixture with high genetic diversity

2021

Journal Article

On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks

Liu, Xinwen, Wang, Jing, Sun, Hongfu, Chandra, Shekhar S, Crozier, Stuart and Liu, Feng (2021). On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks. Magnetic resonance imaging, 77, 159-168. doi: 10.1016/j.mri.2020.12.019

On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks

2021

Journal Article

Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRI

Chen, Haiwei, Guo, Lei, Li, Mingyan, Destruel, Aurelien, Liu, Chunyi, Weber, Ewald, Liu, Feng and Crozier, Stuart (2021). Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRI. IEEE Transactions on Biomedical Engineering, 68 (4) 9190053, 1178-1189. doi: 10.1109/tbme.2020.3022884

Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRI

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

Looking for a supervisor? Read our advice on how to choose 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

    A novel radio-frequency (RF) antenna system for X-nuclei magnetic resonance imaging

    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

    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

    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

    MRI methods development through 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

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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