必威·betway(西汉姆联)官方网站

师资队伍

佘华君

佘华君博士，2001年和2004年获得betway必威西汉姆联官网学士和硕士学位，2014年获得美国犹他大学电子与计算机工程系博士学位，其后加入美国德克萨斯大学西南医学中心进行博士后研究，2018年加入betway必威西汉姆联官网医学影像先进技术研究院。研究特点是：结合人工智能、图像处理、数学优化和并行计算，实现快速高清晰度实时图像处理及医学图像分析。在脑髓鞘成像、4D动态成像、化学交换饱和转移成像、定量磁化率成像、水脂分离成像等领域取得了一系列研究成果，发表Medical Image Analysis、IEEE Transactions on Medical Imaging、Neuroimage、Computers in Biology and Medicine、Journal of Magnetic Resonance Imaging、IEEE Transactions on Biomedical Engineering、Quantitative Imaging in Medicine and Surgery、Magnetic Resonance in Medicine、NMR in Biomedicine、Magnetic Resonance Imaging等权威学术期刊二十余篇。国际医学磁共振学会（ISMRM）会员，国际华人医学磁共振学会（OCSMRM）会员，IEEE Transactions on Medical Imaging, Magnetic Resonance in Medicine, Journal of Magnetic Resonance Imaging等期刊审稿人。获得国际医学磁共振学会（ISMRM）Magnetic Resonance in Medicine期刊Distinguished Reviewer Award，国际医学磁共振学会（ISMRM）Travel Stipend等奖项。

研究方向

1）深度学习与图像处理算法的开发和应用

2）医学图像重建、压缩感知、并行实时成像

学术特点是结合人工智能、信号处理、数学建模、信息论等多学科方法，解决临床医学中的难点问题。

代表性论文专著

1. Wang Z, She H*, Zhang Y, Du YP. Parallel Non-Cartesian Spatial-Temporal Dictionary Learning Neural Networks (stDLNN) for Accelerating 4D-MRI. Medical Image Analysis. 2023;84:102701.

2. Chen Q, She H^*, Du YP^*. Whole Brain Myelin Water Mapping in One Minute using Tensor Dictionary Learning with Low-Rank Plus Sparse Regularization. IEEE Transactions on Medical Imaging. 2021;40:1253-1266.

3. Feng W, Ding Z, Chen Q, She H^*, Du YP^*. Whole Brain Multiparametric Mapping in Two Minutes using a Dual-Flip-Angle Stack-Of-Stars Blipped Multi-Gradient-Echo Acquisition. Neuroimage. 2024;120689.

4. Liu B, She H^*, Du YP^*. Scan-specific Unsupervised Highly Accelerated Non-Cartesian CEST Imaging using Implicit Neural Representation and Explicit Sparse Prior. IEEE Transactions on Biomedical Engineering. 2024.

5. Liu B, Ding Z, Zhang Y, She H^*, Du YP^*. Low-Rank Tensor Subspace Decomposition with Weighted Group Sparsity for the Acceleration of Non-Cartesian Dynamic MRI. IEEE Transactions on Biomedical Engineering. 2023;70:681-693.

6. Li S, Wang Z, Ding Z, She H^*, Du YP^*. Accelerated 4D Free-breathing Whole-liver Water-fat MRI with Deep Dictionary Learning and Chemical Shift Modeling. Quantitative Imaging in Medicine and Surgery. 2024;14:2884-2903.

7. Li B, She H^*. Improved Motion Correction in Brain MRI using 3D Radial Trajectory and Projection Moment Analysis. Magnetic Resonance in Medicine. 2024;92:1617-1631.

8. Li S, Shen C, Ding Z, She H^*, Du YP. Accelerating Multi-Echo Chemical Shift Encoded Water-Fat MRI Using Model-Guided Deep Learning. Magnetic Resonance in Medicine. 2022;88:1851-1866.

9. Zhang Y, She H^*, Du YP. Dynamic MRI of the Abdomen Using Parallel Non-Cartesian Convolutional Recurrent Neural Networks. Magnetic Resonance in Medicine. 2021;86:964-973.

10. She H, Greer JS, Zhang S, Li B, Keupp J, Madhuranthakam A, Dimitrov IE, Lenkinski RE, Vinogradov E*. Accelerated CEST Imaging with Parallel Blind Compressed Sensing. Magnetic Resonance in Medicine. 2019;81:504-513.

11. She H, Chen RR, Liang D, DiBella E, Ying L*. Sparse BLIP: Blind Iterative Parallel Imaging Reconstruction Using Compressed Sensing. Magnetic Resonance in Medicine. 2014;71:645-660.

12. Ding Z, She H^*, Du YP^*. Reduction of ringing artifacts induced by diaphragm drifting in free-breathing dynamic pulmonary MRI using 3D koosh-ball acquisition. Magnetic Resonance in Medicine. 2024.

13. Li B, Ding Z, She H^*. Fast T2 Mapping of Short-T2 Tissues in Knee Using 3D Radial Dual-Echo Balanced Steady-State Free Precession. Magnetic Resonance Imaging. 2024;107:149-159.

14. She H, Chen RR, Liang D, DiBella E, Ying L^*. Image Reconstruction from Phased-Array Data Based on Multichannel Blind Deconvolution. Magnetic Resonance Imaging. 2015;33:1106-1113.

15. Feng R, Wu Q, Feng J, She H, Liu C, Zhang Y, Wei H^*. IMJENSE: Scan-Specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI. IEEE Transactions on Medical Imaging. 2023;43:1539-1553.
16. Qu B, Zhang J, Kang T, Lin J, Lin M, She H, Wu Q, Wang M, Zheng G*. Radial Magnetic Resonance Image Reconstruction with a Deep Unrolled Projected Fast Iterative Soft-thresholding Network. Computers in Biology and Medicine. 2024;168:107707.
17. Chen Q, She H, Du YP*. Improved Quantification of Myelin Water Fraction Using Joint Sparsity of T2* Distribution. Journal of Magnetic Resonance Imaging. 2020;52:146-158.

18. Ding Z, Cheng Z, She H, Liu B, Yin Y, Du YP*. Dynamic Pulmonary MRI using Motion-State Weighted Motion-Compensation (MostMoCo) Reconstruction with Ultrashort TE: A Structural and Functional Study. Magnetic Resonance in Medicine. 2022;88:224-238.

19. Zufiria B, Qiu S, Yan K, Zhao R, Wang R, She H, Zhang C, Sun B, Herman P, Du YP, Feng Y*. A Feature-based Convolutional Neural Network for Reconstruction of Interventional MRI. NMR in Biomedicine. 2022;35:e4231.

20. Mao X, Chen R, She H, Boroujeny F*. Decorrelation MIMO Receiver for Block Fading Channels. IEEE Communications Letters. 2013;17:2112-2115.

联系方式

邮箱地址：shehuajun@sjtu.edu.cn

办公地址：教三楼南楼