佘华君 - 上海交通大学 - 生物医学工程学院

个人简介

佘华君博士，助理研究员，2001年和2004年获得上海交通大学学士和硕士学位，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年加入上海交通大学。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、Magnetic Resonance in Medicine、IEEE Transactions on Biomedical Engineering、Journal of Magnetic Resonance Imaging等权威学术期刊10余篇。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。

研究领域

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。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

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. 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. 2022. 3. 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. 4. 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. 5. 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. 6. 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. 7. 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. 8. She H, Li B, Greer J, Keupp J, Madhuranthakam A, Dimitrov I, Lenkinski R, Vinogradov E. Accelerated CEST imaging with parallel blind compressed sensing. Magnetic Resonance in Medicine. 2019;81:504-513. 9. She H, Chen R, Liang D, DiBella E, Ying L. Image reconstruction from phased-array data based on multichannel blind deconvolution. Magnetic Resonance Imaging. 2015;33:1106-1113. 10. She H, Chen R, Liang D, DiBella E, Ying L. Sparse BLIP: blind iterative parallel imaging reconstruction using compressed sensing. Magnetic Resonance in Medicine. 2014;71:645-660. 11. Mao X, Chen R, She H, Boroujeny F. Decorrelation MIMO receiver for block fading channels. IEEE Communications Letters. 2013;17:2112-2115.

学术兼职

国际医学磁共振学会（ISMRM）会员，IEEE Transactions on Medical Imaging, Magnetic Resonance in Medicine, Journal of Magnetic Resonance Imaging、IEEE Transactions on Medical Imaging等期刊审稿人。