Dr Mingyan Li
Adjunct Research Fellow
School of Electrical Engineering & Computer Science
Journal Articles
Zhang, Hua, Liu, Chengyu, Tang, Fangfang, Li, Mingyan, Zhang, Dongxia, Xia, Ling, Crozier, Stuart, Gan, Hongping, Zhao, Nan, Xu, Wenlong and Liu, Feng (2023). Atrial fibrillation classification based on the 2D representation of minimal subset ECG and a non-deep neural network. Frontiers in Physiology, 14 1070621, 1070621. doi: 10.3389/fphys.2023.1070621
Zhang, Hua, Liu, Chengyu, Tang, Fangfang, Li, Mingyan, Zhang, Dongxia, Xia, Ling, Zhao, Nan, Li, Sheng, Crozier, Stuart, Xu, Wenlong and Liu, Feng (2022). Cardiac Arrhythmia classification based on 3D recurrence plot analysis and deep learning. Frontiers in Physiology, 13 956320, 956320. doi: 10.3389/fphys.2022.956320
He, Yu, Tang, Fangfang, Jin, Jin, Li, Mingyan, Zhang, Hua and Liu, Feng (2022). Dense channel splitting network for MR image super-resolution. Magnetic Resonance Imaging, 88, 53-61. doi: 10.1016/j.mri.2022.01.016
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
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
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
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
Liu, Chunyi, Guo, Lei, Li, Mingyan, Chen, Haiwei, Jin, Jin, Chen, Wufan, Liu, Feng and Crozier, Stuart (2021). Divergence-based magnetic resonance electrical properties tomography. IEEE Transactions on Biomedical Engineering, 68 (1) 9120284, 192-203. doi: 10.1109/tbme.2020.3003460
Li, Mingyan, Li, Yu, Jin, Jin, Yang, Zhengyi, Zhang, Baogui, Liu, Yanyan, Song, Ming, Freakly, Craig, Weber, Ewald, Liu, Feng, Jiang, Tianzi and Crozier, Stuart (2020). A dedicated eight‐channel receive RF coil array for monkey brain MRI at 9.4 T. NMR in Biomedicine, 33 (10) e4369, 1-16. doi: 10.1002/nbm.4369
Chi, Jieru, Guo, Lei, Destruel, Aurelien, Wang, Yaohui, Liu, Chunyi, Li, Mingyan, Weber, Ewald, Liu, Qinghuo, Yang, Jie, Xin, Xuegang and Liu, Feng (2020). Magnetic resonance-electrical properties tomography by directly solving Maxwell’s Curl Equations. Applied Sciences, 10 (9) 3318, 1-13. doi: 10.3390/app10093318
Shan, Shanshan, Liney, Gary P., Tang, Fangfang, Li, Mingyan, Wang, Yaohui, Ma, Huan, Weber, Ewald, Walker, Amy, Holloway, Lois, Wang, Qiuliang, Wang, Deming, Liu, Feng and Crozier, Stuart (2020). Geometric distortion characterization and correction for the 1.0 T Australian MRI-linac system using an inverse electromagnetic method. Medical Physics, 47 (3) mp.13979, 1126-1138. doi: 10.1002/mp.13979
Phair, Andrew, Brideson, Michael, Jin, Jin, Li, Mingyan, Crozier, Stuart and Forbes, Lawrence K. (2020). WARF: a weighted-sum approach to radial MRI image reconstruction with a rotating RF coil. IEEE Transactions on Computational Imaging, 6, 558-568. doi: 10.1109/tci.2020.2964233
Guo, Lei, Li, Mingyan, Nguyen, Phong, Liu, Feng and Crozier, Stuart (2019). Integral MR-EPT with the Calculation of Coil Current Distributions. IEEE Transactions on Medical Imaging, 39 (1) 8736288, 175-187. doi: 10.1109/tmi.2019.2922318
Shan, Shanshan, Li, Mingyan, Tang, Fangfang, Ma, Huan, Liu, Feng and Crozier, Stuart (2019). Gradient Field Deviation (GFD) correction using a hybrid-norm approach with wavelet sub-band dependent regularisation: implementation for radial MRI at 9.4 T. IEEE Transactions on Biomedical Engineering, 66 (9), 1-1. doi: 10.1109/TBME.2019.2895091
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
Chandra, Shekhar S., Ruben, Gary, Jin, Jin, Li, Mingyan, Kingston, Andrew, Svalbe, Imants and Crozier, Stuart (2018). Chaotic Sensing. IEEE Transactions on Image Processing, 27 (12) 8432445, 1-1. doi: 10.1109/TIP.2018.2864918
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
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
Jin, Jin, Weber, Ewald, Tesiram, Yasvir, Hugger, Thimo, Li, Mingyan, Fuentes, Miguel, Ullmann, Peter, Stark, Simon, Junge, Sven, Liu, Feng and Crozier, Stuart (2017). Image reconstruction for a rotating radiofrequency coil (RRFC) using self-calibrated sensitivity from radial sampling. IEEE Transactions On Biomedical Engineering, 64 (2) 7452563, 274-283. doi: 10.1109/TBME.2016.2552489
Yang, Yang, Liu, Feng, Li, Mingyan, Jin, Jin, Weber, Ewald, Liu, Qinghuo and Crozier, Stuart (2016). Pseudo-Polar Fourier Transform based Compressed Sensing MRI. IEEE Transactions on Biomedical Engineering, 99 (4) 7488260, 816-825. doi: 10.1109/TBME.2016.2578930
Li, Mingyan, Jin, Jin, Zuo, Zhentao, Liu, Feng, Trakic, Adnan, Weber, Ewald, Zhuo, Yan, Xue, Rong and Crozier, Stuart (2015). In vivo sensitivity estimation and imaging acceleration with rotating RF coil arrays at 7 Tesla. Journal of Magnetic Resonance, 252, 29-40. doi: 10.1016/j.jmr.2014.12.004
Li, Mingyan, Zuo, Zhentao, Jin, Jin, Xue, Rong, Trakic, Adnan, Weber, Ewald, Liu, Feng and Crozier, Stuart (2014). Highly Accelerated Acquisition and Homogeneous Image Reconstruction with Rotating RF Coil Array at 7 T—A Phantom Based Study. Journal of Magnetic Resonance, 240, 102-112. doi: 10.1016/j.jmr.2013.11.002
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
Jin, Jin, Liu, Feng, Zuo, Zhentao, Xue, Rong, Li, Mingyan, Li, Yu, Weber, Ewald and Crozier, Stuart (2012). Inverse field-based approach for simultaneous B-1 mapping at high fields: A phantom based study. Journal of Magnetic Resonance, 217, 27-35. doi: 10.1016/j.jmr.2012.02.004
Conference Papers
Zhang, Hua, Liu, Chengyu, Tang, Fangfang, Li, Mingyan, Xia, Ling, Crozier, Stuart, Xu, Wenlong and Liu, Feng (2023). AF automatic classification based on different time-delay values of the recurrence plot. 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Sydney, NSW Australia, 24-27 July 2023. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/EMBC40787.2023.10340928
Shi, Ke, Li, Mingyan, Weber, Ewald, Crozier, Stuart and Liu, Feng (2021). Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method. Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Virtual, 1-5 November 2021. Piscataway, NJ, United States: IEEE. doi: 10.1109/EMBC46164.2021.9631104
Chandra, Shekhar S., Archchige, Ramitha, Ruben, Gary, Jin, Jin, Li, Mingyan, Kingston, Andrew M., Svalbe, Imants and Crozier, Stuart (2016). Finite radial reconstruction for magnetic resonance imaging: a theoretical study. International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016, Gold Coast, QLD, Australia, 30 November-2 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2016.7797043
Li, M., Hugger, T., Weber, E., Jin, J., Liu, F., Ullman, P., Stark, S., Tesiram, Y., Yang, Y., Junge, S. and Crozier, S. (2015). A Fast and Practical Imaging Scheme for a Rotating RF Coil at 9.4T by Using Ultra-Short TE Sequence in Radial Trajectory, Investigation of acoustic noise reduction method for MRI-LINAC hybrid system. International Society for Magnetic Resonance in Medicine (ISMRM), Toronto, Canada, 30 May - 5 June 2015. International Society for Magnetic Resonance in Medicine.
Destruel, A., Jin, J., Liu, F., Li, M., Weber, E. and Crozier, S. (2015). Improving B1+ uniformity using segmented dielectric pads. International Society for Magnetic Resonance in Medicine (ISMRM), Toronto, Canada, 30 May - 5 June 2015. International Society for Magnetic Resonance in Medicine.
Trakic, A., Jin, J., Li, M., Weber, E., Sanchez, H., Fuentes, M., Liu, F. and Crozier, S. (2014). Rotating RF Coil (RRFC) for Flip Angle and Specific Absorption Rate Management Applications at 7T MRI. International Society for Magnetic Resonance in Medicine (ISMRM), Milan, Italy, 10-16 May 2014. International Society for Magnetic Resonance in Medicine.
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.
Li, Mingyan, Jin Jin, Liu, Feng, Weber, Ewald, Trakic, Adnan and Crozier, Stuart (2013). Highly accelerated parallel MRI using rotating radiofrequency coil array at 7T. International Society for Magnetic Resonance in Medicine, Salt Lake City, Utah USA, 20-26 April 2013.
Li, Mingyan, Jin Jin, Liu, Feng, Trakic, Adnan and Crozier, Stuart (2013). Efficient hybrid imaging reconstruction of sensitivity encoding parallel imaging performed on rotating radiofrequency coil array. International Society for Magnetic Resonance in Medicine, 21st Annual Meeting and Exhibition, Salt Lake City, UT, United States, 20-26 April 2013. New York, NY, United States: International Society of Magnetic Resonance in Medicine.
Liu, Feng, Jin, Jin, Li, Mingyan, Trakic, Adnan, Weber, Ewald and Crozier, Stuart (2012). On the reduction of transmit B1 non-uniformity and SAR using a single-loop rotating RF coil. 34BEMS: 34th Annual Meeting of the Bioelectromagnetics Society, Brisbane, Australia, 17 - 22 June 2012.
Li, Mingyan, Jin, Jin, Trakic, Adnan, Liu, Feng, Weber, Ewald, Li, Yu and Crozier, Stuart (2012). Hign acceleration with a rotating radiofrequency coil array (RRFCA) in parallel magnetic resonance imaging (MRI). 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012, San Diego, CA United States, 28 August - 1 September 2012. Piscataway, NJ United States: IEEE. doi: 10.1109/EMBC.2012.6346126
Yu Li, Liu, Feng, Weber, Ewald, Li, Mingyan, Xu, Wenlong and Crozier, Stuart (2011). A theoretical study for the inverse design of an ellipsoidal phased-array breast coil. 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Boston, MA, United States, 30 August - 3 September 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/IEMBS.2011.6090099
Thesis
Li, Mingyan (2015). The development of rotating radiofrequency techniques for ultra-high field magnetic resonance imaging. PhD Thesis, School of Information Technology and Electrical Engineering, The University of Queensland. doi: 10.14264/uql.2015.805