• 魏红江

    长聘教轨副教授、博士生导师、"国家特聘专家"青年项目获得者

    研究方向:MRI快速、高分辨成像;深度学习;脑机接口影像导航等。

    近五年内在Brain, Neuroimage, IEEE TMI, MRM等SCI期刊发表论文60余篇,授权专利4项。主持国家自然基金重大研究计划培育项目、青年项目、上海市脑科学与类脑中心项目等。


    实验室网址 http://qmri.sjtu.edu.cn/

教育背景

2004-2008 哈尔滨工业大学

2008-2010 哈尔滨工业大学

2010-2014 法国里昂大学

工作经历

2014-2016 美国杜克大学

2016-2018 美国加州大学伯克利分校

2018- 至今 上海交通大学

研究方向

1. 定量磁共振(QSM,STI,DTI)脑成像及深度学习算法

2. 亚微米级磁共振脑成像 (动物,离体组织)

3. 脑退行性疾病及脑铁成像 (帕金森,阿尔兹海默症)

4. 关节软骨退变模型磁化率成像

科研项目

1. 国家自然基金重大研究计划培育项目,"基于定量磁共振成像技术的膝关节软骨退变机制研究",2020.1-2022.12,负责人

2. 国家自然基金青年项目,"快速高分辨全脑小血管定量磁化率成像技术开发及其在脑小血管疾病诊断的应用",2020.1-2022.12,负责人

3. 上海脑科学与类脑中心“中国人脑分子与功能图谱平台建设与示范项目”质控保障子课题,2019.8-2020.12,负责人

4. 上海交通大学医工交叉基金项目,首个重大专项“难治性抑郁症的精准脑深部电刺激方法、关键技术与临床研究”,2020.1-2022.12,核心骨干


代表性论文专著

Selected publications 

  1. 1. Shi Y,  Feng R, Li Z,Zhuang J, Zhang Y, Wei H*. Towards in vivo ground truth susceptibility for single-orientation deep learning QSM: a multi-orientation gradient-echo MRI dataset. Neuroimage. 2022 Aug.
  2. 2. Shi Y, Cao S, Li X, Feng R, Zhuang J, Zhang Y, Liu C, Wei H*. Regularized Asymmetric Susceptibility Tensor Imaging in the Human Brain in vivo. IEEE J Biomed Health Inform. 2022 Jun 14; doi: 10.1109/JBHI.2022.3182969.
  3. 3. Zhang M, Li Z, Wang H, Chen T, Lu Y, Yan F, Zhang Y, Wei H*. Simultaneous Quantitative Susceptibility Mapping of Articular Cartilage and Cortical Bone of Human Knee Joint Using Ultrashort Echo Time Sequences. Front Endocrinol. 2022 Feb 22;13:844351. 
  4. 4. Wang F, Zhang M, Li Y, Li Y, Gong H, Li J, Zhang Y, Zhang C, Yan F, Sun B, He N, Wei H*. Alterations in brain iron deposition with progression of late-life depression measured by magnetic resonance imaging (MRI)-based quantitative susceptibility mapping. Quant Imaging Med Surg. 2022 Jul;12(7):3873-3888.
  5. 5. Zhang M, Li Y, Feng R, Wang Z, Wang W, Zheng N, Wang S, Yan F, Lu Y, Tsai TY, Wei H*. Change in Susceptibility Values in Knee Cartilage After Marathon Running Measured Using Quantitative Susceptibility Mapping. J Magnetic Resonance Imaging. 2021 Nov;54(5):1585-1593. 
  6. 6. Wu J, Sun T, Yu B, Li Z, Wu Q, Wang Y, Qian Z, Zhang Y, Jiang L*, Wei H*. Age-specific structural fetal brain atlases construction and cortical development quantification for chinese population. Neuroimage, 2021. 241:118412.
  7. 7. Feng R, Zhao J, Wang H, Yang B, Feng J, Shi Y, Zhang M, Liu C, Zhang Y, Zhuang J, Wei H*. MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping. Neuroimage, 2021.240:118376.
  8. 8. Zhou L, Li G, ... Li B*, Wei H*, Liu J*. Increased free-water in the substantia nigra in idiopathic REM sleep behaviour disorder. Brain, 2021,144(5):1488-1497. 
  9. 9. Wei H, et al. Imaging the diamagnetic susceptibility of collagen in Hepatic fibrosis using susceptibility tensor imaging. Magnetic Resonance in Medicine, 2020,83(4):1322-1330.  
  10. 10. Wei H*, et al. Learning-based Single-step quantitative susceptibility mapping reconstruction without brain extraction. Neuroimage, 2019, 202.116064. 
  11. 11. Wei H, et al. Precise Targeting of the Globus Pallidus Internus with Quantitative Susceptibility Mapping for Deep Brain Stimulation Surgery. Journal of Neurosurgery, 2019, 11:1-7.
  12. 12. Wei H, et al. MRI Gradient-Echo Phase Contrast of the Brain at Ultra-Short TE with Off-resonance Saturation. Neuroimage, 2018, 175:1-11. 
  13. 13. Wei H, et al. Imaging whole-brain cytoarchitecture of mouse with MRI-based quantitative susceptibility mapping. Neuroimage, 2016, 137:107-15. 
  14. 14. Wei H, et al. Free-breathing diffusion tensor imaging and tractography of the human heart in healthy volunteers using wavelet-based image fusion.  IEEE Trans on Medical Imaging, 2015, 34(1): 306-316.  
  15. 15. Wei H*, et al. Assessment of cardiac motion effects on the fiber architecture of the human heart in vivo. IEEE Trans on Medical Imaging, 2013, 32(10): 1928-1938.  
  16. 16. Wei H, et al. Investigating Magnetic Susceptibility of Human Knee Joint at 7 Tesla. Magnetic Resonance in Medicine, 2017, 78(5):1933-43. MRM highlights
  17. 17. Wei H, et al. Susceptibility Tensor imaging and Tractography of Collagen Fibrils in the Articular Cartilage. Magnetic Resonance in Medicine, 2017, 78(5):1683-90. 




教学工作

1. 生物医学信号与系统(2)(本科三年级,秋季学期)

2. 定量磁共振成像与脑科学(研究生,春季学期)

软件版权登记及专利

(1)魏红江; 定量磁化率成像重建方法及系统、存储介质及终端;2020-05-20, 中国, CN202010430561

(2)魏红江; 石虞婷;脑组织自由水成像重建方法及系统、存储介质及终端;2020-09-22, 中国, CN202010997163

(3)魏红江; 张明;骨骼组织定量成像方法、系统、存储介质及终端;2020.12.23,中国,CN202012230267880

(4)魏红江; 冯瑞明;石虞婷;冯颉;基于物理模型的定量磁化率成像重建方法及系统、存储介质及终端;2020-12-10, 中国, CN2020121300229570

联系方式

邮箱地址:hongjiang.wei@sjtu.edu.cn

联系电话:021-62932050

办公地址:徐汇MED-X研究院南315室

网址: http://qmri.sjtu.edu.cn/