Medical Image Processing

Magnetic Resonance Imaging (MRI)-Guided Radiotherapy

Multiomics and Medical Big Data

Artificial Intelligence and Deep Learning

   

2016-2022        Hong Kong Sanatorium and Hospital                                                                                             Research Officer

2023-Present   Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS)        Associate Professor

2022-2023

     [1].         Zhou Y, Wang H, Liu C, Liao B, Li Y, Zhu Y, Hu Z, Liao J, Liang D 2023 Recent advances in highly accelerated 3D MRI. Phys Med Biol. 2023 Mar 2. Epub ahead of print. doi:10.1088/1361-6560/acc0cd.

2021-2022

     [1].         Zhou Y; Xue C; Yuan J; Poon DMC; Yang B; Yu SK; Cheung KY. A pilot study of MRI radiomics for high-risk prostate cancer stratification in 1.5 T MR-guided radiotherapy, Magnetic Resonance in Medicine, 2022, 0(00): 1-12

     [2].         Zhou, Y.*, Wang, H., Liu, Y., Liang, D., Ying, L. (2022). Accelerating MR Parameter Mapping Using Nonlinear Compressive Manifold Learning and Regularized Pre-Imaging. IEEE Trans Biomed Eng. 2022 Oct;69(10):2996-3007. doi: 10.1109/TBME.2022.3158904..

     [3].         Liu, C., Zhou, Y.^#, Shi, C., Cui, Z., Liu, Y., Guo, Y., ... & Wang, H. (2022). Design and Implementation of Low-cost Distributed Tabletop Magnetic Particle Imaging System. IEEE Trans on Magn, 2022 July; 58(7):1-15. doi: 10.1109/TMAG.2022.3171315.

     [4].         Xue, C., Yuan, J., Zhou, Y., Wong, O. L., Cheung, K. Y., & Yu, S. K. (2022). Acquisition repeatability of MRI radiomics features in the head and neck: a dual-3D-sequence multi-scan study. Visual computing for industry, biomedicine, and art, 5(1), 1-13.

     [5].         Law, M. W., Yuan, J., Wong, O. O., Ding, A. Y., Zhou, Y., Cheung, K. Y., & Siu, K. Y. (2022). Phantom assessment of three-dimensional geometric distortion of a dedicated wide-bore MR-simulator for radiotherapy. Biomedical Physics & Engineering Express, 8(2), 025003.

2020-2021

     [1].         Zhou Y, Wang H. Editorial for "Glutamate Chemical Exchange Saturation Transfer Imaging and Functional Alterations of Hippocampus in Rat Depression Model: A Pilot Study". J Magn Reson Imaging. 2021 Dec;54(6):1977-1978. doi: 10.1002/jmri.27918. Epub 2021 Sep 10. PMID: 34505749.

     [2].         Hu Z, Zhao C, Zhao X, Kong L, Yang J, Wang X, Liao J, Zhou Y*. Joint reconstruction framework of compressed sensing and nonlinear parallel imaging for dynamic cardiac magnetic resonance imaging. BMC Medical Imaging. 2021 Dec;21(1):1-4.

     [3].         Xue C, Zhou Y, Lo GG, Wong OL, Yu SK, Cheung KY, Yuan J. Reliability of radiomics features due to image reconstruction using a standardized T2‐weighted pulse sequence for MR‐guided radiotherapy: An anthropomorphic phantom study. Magnetic Resonance in Medicine. 2021 Jun;85(6):3434-46.

     [4].         Xue C, Yuan J, Lo GG, Chang AT, Poon DM, Wong OL, Zhou Y, Chu WC. Radiomics feature reliability assessed by intraclass correlation coefficient: a systematic review. Quantitative Imaging in Medicine and Surgery. 2021 Oct;11(10):4431

     [5].         Yuan J, Xue C, Lo G, Wong OL, Zhou Y, Yu SK, Cheung KY. Quantitative assessment of acquisition imaging parameters on MRI radiomics features: a prospective anthropomorphic phantom study using a 3D-T2W-TSE sequence for MR-guided-radiotherapy. Quantitative Imaging in Medicine and Surgery. 2021 May;11(5):1870.

     [6].         Wong OL, Yuan J, Zhou Y, Yu SK, Cheung KY. Longitudinal acquisition repeatability of MRI radiomics features: An ACR MRI phantom study on two MRI scanners using a 3D T1W TSE sequence. Medical Physics. 2021 Mar;48(3):1239-49.

2019-2020

     [1].         Wong OL, Yuan J, Zhou Y, Yu SK, Cheung KY. Longitudinal acquisition repeatability of MRI radiomics features: An ACR MRI phantom study on two MRI scanners using a 3D T1W TSE sequence. Med Phys. 2020 Dec 28. doi: 10.1002/mp.14686. Epub ahead of print. PMID: 33370474.

     [2].         Xue C, Yuan J, Lo GG, Wong OL, Zhou Y, Yu SK, Cheung KY. Quantitative assessment of acquisition imaging parameters on MRI radiomics features: a prospective anthropomorphic phantom study using a 3D-T2W-TSE sequence for MR-guided-radiotherapy. Quant Imaging Med Surg .2020 Nov 12. doi: 10.21037/qims-20-865.

2018-2019

     [1].         Zhou Y*, Wong OL, Cheung KY, Yu SK, Yuan J. A pilot study of highly accelerated 3D MRI in the head and neck position verification for MR-guided radiotherapy. Quant Imaging Med Surg 2019;9 (7):1255-1269. 

     [2].         Wang H, Zhou Y^#, Shi S, Hu Z, Liao J, Chang Y. Adaptive Volterra Filter for Parallel MRI Reconstruction. EURASIP J. Adv. Signal Process. 2019 Jul 1; 2019(1):1-8.

     [3].         Yuan J, Wong OL, Zhou Y, Chueng KY, Yu SK. A fast volumetric 4D-MRI with sub-second frame rate for abdominal motion monitoring and characterization in MRI guided radiotherapy. Quant Imaging Med Surg 2019;9(7):1303- 1314. doi: 10.21037/qims.2019.06.23

2017-2018

     [1].         Zhou Y*, Yuan J, Wong OL, Fung WWF, Cheng KF, Cheung KY, Yu SK. Assessment of positional reproducibility in the head and neck on a 1.5-T MR simulator for an offline MR-guided radiotherapy solution. Quant Imaging Med Surg, 2018, 8(9), 925–935.

2016-2017

     [1].         Zhou Y, Pandit P, Pedoia V, Rivoire J, Wang Y, Liang D, Li X, Ying L. Accelerating T1ρ Cartilage Imaging Using Compressed Sensing with Iterative Locally Adapted Support Detection and JSENSE, Magn. Reson. Med., 75.4 (2016): 1617-1629.

     [2].         Wan H, Zhou Y, Ying L, Meng J, Song L, Xia J. Enabling high-speed wide-field dynamic imaging in multifocal photoacoustic computed microscopy: a simulation study. Appl. Opt. 55, no. 14 (2016): 3724-3729.

现指导学生

张斌  硕士研究生  083100-生物医学工程  

张喆  硕士研究生  085404-计算机技术