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  • 胡晨曦


    胡晨曦博士，上海交通大学生物医学工程学院副教授、博士生导师，2010-2015就读于美国奥本大学，获应用数学硕士学位与电气工程博士学位，2015-2019年于耶鲁大学医学院放射与医学影像系担任博士后研究员，2019年6月加入上海交通大学。主要研究领域是磁共振序列、图像重建算法、图像处理算法、人工智能理论与应用。长期致力于通过新方法和技术的开发提高磁共振成像，尤其是心脏磁共振成像的成像效率、稳定性、和医学价值。


    担任国家重点研发计划首席青年科学家、上海市特聘青年专家，曾获国际医学磁共振学会（ISMRM）2018年W. S. Moore Young Investigator Award（该年度全球唯一获奖者、ISMRM青年学者最高奖项之一），美国心血管磁共振学会（SCMR）2018年Early Career Award提名。主持国家重点研发计划、国家自然科学基金、上海市“探索者”、上海市浦江人才等多项国家和地区项目，在磁共振领域顶级期刊（MRM，JMRI，JCMR，TMI等）和会议（ISMRM，SCMR，SMRA等）发表论文70余篇，申请专利8项，并担任EHJ-CI, MedIA, JCMR, MRM, JMRI等知名学术期刊的审稿人。


    实验室网站：https://sjtucmrlab.feishu.cn/docx/


    2025年考研的同学：我实验室目前有一个2025级硕士生的open position，欢迎对科研抱有强烈兴趣、自驱力强、有科研基础的同学联系我（请在邮件中附上你的简历和成绩单）。谢谢！

研究方向
Novel pulse sequences, reconstruction algorithms, and image processing methods; fast MR imaging; development of machine learning methods and applications for medical imaging
科研项目

1. 国家重点研发计划，2024-2029，主持

2. 国家自然科学基金，2021-2023，主持 

3. 上海市”探索者“计划， 2023-2025，主持

4. 上海市浦江人才计划， 2020-2022，主持

5. 上海交通大学“交大之星”医工交叉重点，2020-2022，共同主持

6. 上海市”探索者“计划， 2024-2027，参与

代表性论文专著

  1. Zhihao Xue, Fan Yang, Juan Gao, Zhuo Chen, Hao Peng, Chao Zou, Hang Jin, Chenxi Hu*. DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography. IEEE Transactions on Medical Imaging, 2024. In-press.
  2. Haiyang Chen, Juan Gao, Zhuo Chen, Chenhao Gao, Sirui Huo, Meng Jiang*, Jun Pu*, and Chenxi Hu*.  Improve myocardial strain estimation based on deformable groupwise registration with a locally low-rank dissimilarity metric. BMC Med Imaging 24, 330 (2024). https://doi.org/10.1186/s12880-024-01519-7
  3. Yixin Emu, Yinyin Chen, Zhuo Chen, Juan Gao, Jianmin Yuan, Hongfei Lu, Hang Jin, Chenxi Hu*. Simultaneous Multislice Cardiac Multimapping based on Locally Low-Rank and Sparsity Constraints. Journal of Cardiovascular Magnetic Resonance, 2024. In-press. 
  4. Zhuo Chen#, Yiwen Gong#, Haiyang Chen, Yixin Emu, Juan Gao, Zhongjie Zhou, Yiwen Shen, Xin Tang, Sha Hua, Wei Jin, Chenxi Hu*. Joint suppression of cardiac bSSFP cine banding and flow artifacts using twofold phase-cycling and a dual-encoder neural network, Journal of Cardiovascular Magnetic Resonance, 2024. In-press. 
  5. Fan Yang, Zhihao Xue, Hongfei Lu, Jingjing Xu, Haiyang Chen, Zhuo Chen, Yixin Emu, Ahmed Aburas, Juan Gao, Chenhao Gao, Hang Jin, Shengxian Tu, and Chenxi Hu*. Robust Fast Inter-Bin Image Registration for Undersampled Coronary MRI Based on a Learned Motion Prior, IEEE Transactions on Biomedical Engineering, 2024. In-press.
  6. Haiyang Chen#, Yixin Emu#, Juan Gao, Zhuo Chen, Ahmed Aburas, and Chenxi Hu*. Retrospective Motion Correction for Cardiac Multi-Parametric Mapping with Dictionary Matching-Based Image Synthesis and a Low-Rank Constraint, Magnetic Resonance in Medicine, 2024. In-press
  7. Zhihao Xue, Sicheng Zhu, Fan Yang, Juan Gao, Hao Peng, Chao Zou, Hang Jin and Chenxi Hu*. A Hybrid Deep Image Prior and Compressed Sensing Reconstruction Method for Highly Accelerated 3D Coronary Magnetic Resonance Angiography, Frontiers in Cardiovascular Medicine, 2024. In-press
  8. Juan Gao#, Yiwen Gong#, Yixin Emu, Zhuo Chen, Haiyang Chen, Fan Yang, Zekang Ding, Sha Hua, Wei Jin, Chenxi Hu*. High Spatial‐Resolution and Acquisition‐Efficiency Cardiac MR T1 Mapping Based on Radial bSSFP and a Low‐Rank Tensor Constraint, Journal of Magnetic Resonance Imaging, 2024, In-Press.
  9. Juan Gao, Yiwen Gong, Xin Tang, Haiyang Chen, Zhuo Chen, Yiwen Shen, Zhongjie Zhou, Yixin Emu, Ahmed Aburas, Wei Jin, Sha Hua*, Chenxi Hu*. Accelerated Cartesian Cardiac T2 Mapping based on a Calibrationless Locally Low-Rank Tensor Constraint, Quantitative Imaging in Medicine and Surgery, 2024, In-Press
  10. Xin Tang, Juan Gao, Ahmed Aburas, Dan Wu, Zhuo Chen, Hao Chen, Chenxi Hu*. Accelerated multi-b-value multi-shot diffusion-weighted imaging based on EPI with keyhole and a low-rank tensor constraint, Magnetic Resonance Imaging, Volume 110, 2024, Pages 138-148
  11. Nahla M.H. Elsaid, Nadine L. Dispenza, Chenxi Hu, Dana C. Peters, R. Todd Constable, Hemant D. Tagare, Gigi Galiana. Constrained alternating minimization for parameter mapping (CAMP), Magnetic Resonance Imaging, Volume 110, 2024, Pages 176-183
  12. Zhuo Chen#, Sha Hua#, Juan Gao, Yanjia Chen, Yiwen Gong, Yiwen Shen, Xin Tang, Yixin Emu, Wei Jin，Chenxi Hu*. A dual-stage partially interpretable neural network for joint suppression of bSSFP banding and flow artifacts in non-phase-cycled cine imaging. J Cardiovasc Magn Reson 25, 68 (2023).
  13. Yang F, Zhang J, Li G, Zhu J, Tang X, and Hu C*. Regularized SUPER-CAIPIRINHA: accelerating 3D variable-flip-angle T1 mapping with accurate and efficient reconstruction. Magnetic Resonance in Medicine 2023; 90(4): 1380-1395.
  14. Chen H, Dai K, Bao J, Zhong S, Hu C, Liu Y, Zhang Z. Pseudo multishot echo-planar imaging for geometric distortion improvement. NMR Biomed. 2023 May;36(5):e4885. doi: 10.1002/nbm.4885. Epub 2022 Dec 16. PMID: 36454107.
  15. Zhang Z#, Chen X#, Wan Q#, Wang H, Qi N, You Z, Yuan J, Hu L, Sun H, Wang Z, Hu C*, Zhao J*. A two-stage cardiac PET and late gadolinium enhancement MRI co-registration method for improved assessment of non-ischemic cardiomyopathies using integrated PET/MR. Eur J Nucl Med Mol Imaging. 2022 Jun;49(7):2199-2208.
  16. Gonzales RA, Seemann F, Lamy J, Mojibian H, Atar D, Erlinge D, Steding-Ehrenborg K, Arheden H, Hu C, Onofrey JA, Peters DC, and Heiberg E. "MVnet: automated time-resolved tracking of the mitral valve plane in MRI long-axis cine images with residual neural networks - a multi-center, multi-vendor study". Journal of Cardiovascular Magnetic Resonance 2021; 23: 137.
  17. Jiang P, Feng Z, Sheng L, Hu C, Ma X, Zhang S, Wu L, Xiao X, Wang Q, Guo C, Qiu D, Fang J, Xu J, Gershwin M.E. Jiang M, Ma X, Pu J. "Morphological, Functional, and Tissue Characterization of Silent Myocardial Involvement in Patients With Primary Biliary Cholangitis." Clin Gastroenterol Hepatol. 2021
  18. Gao J, Liu Q, Zhou C, Zhang W, Wan Q, Hu C, Gu Z, Liang D, Liu X, Yang Y, Zheng H, Hu Z, Zhang N. An improved patch-based regularization method for PET image reconstruction. Quantitative Imaging in Medicine and Surgery 2021 Feb;11(2):556-570.
  19. Hu C*, Huber S, Nguyen V, Baldassarre L, Mojibian H, Peters D. Fat-saturated dark-blood cardiac T2 mapping in a single breath-hold. Magnetic Resonance Imaging 2021;81:24-32.
  20. Robb JS, Hu C*, Peters DC. Interleaved, undersampled radial multiple-acquisition steady-state free precession for improved left atrial cine imaging. Magnetic Resonance in Medicine 2020;83(5):1721-1729.
  21. Hu C, Tokoglu F, Scheinost D, Qiu M, Shen X, Peters DC, Galiana G, Constable RT*. “Dynamic‐flip‐angle ECG‐gating with nuisance signal regression improves resting‐state BOLD functional connectivity mapping by reducing cardiogenic noise”. Magnetic Resonance in Medicine. 2019 April 24. Doi: 10.1002/mrm.27775
  22. Hu C* and Peters DC, “SUPER: a blockwise curve-fitting method for accelerating MR parametric mapping with fast reconstruction”, Magnetic Resonance in Medicine. 2019 Jan 17. Doi: 10.1002/mrm/27662
  23. Hu C*, Huber S, Santacana-Laffitte G, Latif SR, Mojibian HR, Baldassarre LA, Peters DC. “REPAIRit: improving myocardial nulling and reducing ghosting artifacts in 3D navigator-gated late gadolinium enhancement under arrhythmia”. Journal of Magnetic Resonance Imaging, 2018 Sept 25. doi:10.1002/jmri.26284
  24. Seemann F*, Baldassarre LA, Llanos F, Gonzales R, Grunseich K, Hu C, Sugeng L, Meadows J, Heiberg E, Peters DC. “Assessment of diastolic dysfunction and atrial remodeling by mri—validation and correlation with echocardiography and filling pressure”. Physiology Reports. 2018 Sept 05. doi: 10.14814/phy2.13828
  25. Hu C*, Huber S, Latif SR, Santacana-Laffitte G, Mojibian HR, Baldassarre LA, and Peters DC. “Reverse double inversion-recovery: improving motion robustness of cardiac T2-weighted dark-blood turbo spin-echo sequence”, Journal of Magnetic Resonance Imaging. 2017 Nov 7. doi: 10.1002/jmri.25886
  26. Hu C*, Sinusas AJ, Huber S, Thorn S, Stacy MR, Mojibian H, and Peters DC. “T1-refBlochi: High resolution 3D cardiac post-contrast T1 mapping based on a single 3D late gadolinium enhancement, Bloch equations, and a reference T1”. Journal of Cardiovascular Magnetic Resonance. 2017;19(1):63. doi: 10.1186/s12968-017-0375-1.
  27. Hu C*, Reeves SJ, Peters DC, and Twieg D. “An efficient reconstruction algorithm based on the alternating direction method of multipliers for joint estimation of R2* and off-resonance in fMRI”. IEEE Transactions on Medical Imaging. 2017;36(6):1326-1336. doi: 10.1109/TMI.2017.2667698.
  28. Hu C* and Reeves SJ. “Trust region methods for estimation of complex exponential decay models in MRI with a single-shot trajectory”. IEEE Transactions on Image Processing. 2015;24(11):3694-706. doi: 10.1109/TIP.2015.244291



教学工作

生物医学信号与系统I（全英文）

磁共振成像原理与应用

荣誉奖励

1. 上海交通大学优秀班主任，2023，2024

2. 上海交通大学教学创新设计大赛，二等奖，2024

3. 上海交通大学优秀毕业生（本科）指导老师，2023

4. 上海交通大学优秀毕业生（硕士）指导老师，2024

5. 第九届全国大学生生物医学工程创新设计竞赛（本科）二等奖指导老师，2024

6. 上海交通大学青年教师教学竞赛，二等奖，2024


联系方式

邮箱地址：chenxi.hu@sjtu.edu.cn

办公地址：教三楼南楼415室

网址：https://sjtucmrlab.feishu.cn/docx/doxcngcsNVqwIOjG8lbKfaTxPLb

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