Hui HUI ​Professor

Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences


Contact9/F, Intelligent Building, No.95 Zhongguancun East Road, 100190, Beijing, China

Tel: 86 10 82618465-903

Fax: 86 10 82618465-904


Research Areas

Development of in vivo multimodality molecular imaging system for biomedical applications



PhD 2008 - 2013

FEMTO-ST, Time Frequency Department, University of Franche-Comté (UFC), Besançon, France and School of Mechatronic Northwestern Polytechnical University (NWPU), Xi'an Shaanxi, China

Co-supervision PhD. Mechanical Engineering, September 2008 to 2013

Master 2003 - 2006

School of Construction Machinery, Chang'an University, Xi’an, Shaanxi, China

Bachelor 1999 – 2003

School of Construction Machinery, Chang'an University, Xi’an, Shaanxi, China


Work Experience

​Professor 2022 to Present

Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China

Associate Professor 2016 to 2022

Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China

Assistant Professor 2013 to 2016

Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China


  1. Shang Y, Liu J*, Zhang L, Wu X, Zhang P, Yin L, Hui H*, Tian J*. Deep learning for improving the spatial resolution of magnetic particle imaging. Phys Med Biol. 2022, 67, 125012. doi: 10.1088/1361-6560/ac6e24. [PDF]

  2. Zechen Wei, Xiangjun Wu, Wei Tong, Suhui Zhang, Xin Yang, Jie Tian*, and Hui Hui*. Elimination of stripe artifacts in light sheet fluorescence microscopy using an attention-based residual neural network. Biomedical Optics Express 2022, 13(3): 1292-1311. [PDF]

  3. Xiangjun Wu#, Yingqian Zhang#, Peng Zhang#, Hui Hui#, Jing Jing, Feng Tian, Jingying Jiang, Xin Yang, Yundai Chen*, Jie Tian*. Structure attention co-training neural network for neovascularization segmentation in intravascular optical coherence tomography. Medical Physics 2022. [PDF]

  4. Yusong Shen#, Chaoen Hu#, Peng Zhang, Jie Tian*, Hui Hui*. A novel software framework for magnetic particle imaging reconstruction.  International Journal of Imaging Systems and Technology 2022. DOI: 10.1002/ima.22707. [PDF]

  5. Guanghao Zhang, Bin Ning, Hui Hui, Tengfei Yu, Xin Yang, Hongxia Zhang, Jie Tian & Wen He. Image-to-Images Translation for Multiple Virtual Histological Staining of Unlabeled Human Carotid Atherosclerotic Tissue. Molecular Imaging and Biology volume 24, pages 31–41 (2022). [PDF]

  6. Tong W#, Hui H#*, Shang W#, Zhang Y#, Tian F, Ma Q, Yang X, Tian J*, Chen Y*. Highly sensitive magnetic particle imaging of vulnerable atherosclerotic plaque with active myeloperoxidase-targeted nanoparticles. Theranostics 2021; 11(2):506-521. (Back Cover) [PDF]

  7. Wei Wang#, Yingqian Zhang#, Hui Hui#, Wei Tong, Zechen Wei, Zhongxuan Li, Suhui Zhang, Xin Yang, Jie Tian*, Yundai Chen*. The effect of endothelial progenitor cell transplantation on neointimal hyperplasia and reendothelialisation after balloon catheter injury in rat carotid arteries, Stem Cell Res Ther 12, 99 (2021). [PDF]

  8. Ma X#, Hui H#, Jin Y, Dong D, Liang X, Yang X, Tan K, Dai Z, Cheng Z*, Tian J*. Enhanced immunotherapy of SM5-1 in hepatocellular carcinoma by conjugating with gold nanoparticles and its in vivo bioluminescence tomographic evaluation. Biomaterials. 2016 May;87:46-56. [PDF]

  9. Zihao Li#, Zhipeng Yu#, Hui Hui#, Huanhao Li, Tianting Zhong, Honglin Liu, Puxiang Lai*. Edge enhancement through scattering media enabled by optical wavefront shaping. Photonics Research, 2020, 8(6):954. [PDF]

  10. Huanhao Li#, Chi Man Woo#, Tianting Zhong, Zhipeng Yu, Yunqi Luo, Yuanjin Zheng, Xin Yang, Hui Hui*, and Puxiang Lai*, Adaptive optical focusing through perturbed scattering media with a dynamic mutation algorithm. Photonics Research, 2021, 9(2), 202-212. [PDF]

  11. Xiangjun Wu#, Hui Hui#, Meng Niu#*, Liang Li#, Li Wang, Bingxi He, Xin Yang, Li Li, Hongjun Li, Jie Tian*, Yunfei Zha*, Deep learning-based multi-view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study, European Journal of Radiology, Volume 128, 2020, 109041. (ESI Highly Cited Paper) [PDF]

  12. Li D#, Hui H#, Zhang Y#, Tong W, Tian F, Yang X, Liu J*, Chen Y*, Tian J*. Deep Learning for Virtual Histological Staining of Bright-Field Microscopic Images of Unlabeled Carotid Artery Tissue. Mol Imaging Biol. 2020 Oct;22(5):1301-1309. [PDF]

  13. Li T#, Hui H#, Hu C, Ma H*, Yang X*, Tian J*. Multiscale imaging of colitis in mice using confocal laser endomicroscopy, light-sheet fluorescence microscopy, and magnetic resonance imaging. J Biomed Opt. 2019 Jan;24(1):1-8. [PDF]

  14. Liang X#, Zang Y#, Dong D#, Zhang L, Fang M, Yang X, Arranz A, Ripoll J, Hui H*, Tian J*. Stripe artifact elimination based on nonsubsampled contourlet transform for light sheet fluorescence microscopy. J Biomed Opt. 2016 Oct 1;21(10):106005. [PDF]

  15. Zhang P#, Liu J*, Hui H#, An Y#, Wang K, Yang X, Tian J. Linear scheme for the direct reconstruction of noncontact time-domain fluorescence molecular lifetime tomography. Appl Opt. 2020 Sep 10;59(26):7961-7967. [PDF]

  16. Chen J#, Luo Y#, Hui H, Cai T, Huang H, Yang F, Feng J, Zhang J*, Yan X*. CD146 coordinates brain endothelial cell-pericyte communication for blood-brain barrier development. Proc Natl Acad Sci U S A. 2017 Sep 5;114(36):E7622-E7631. [PDF]

  17. Wenting Shang#, Li Peng#, Pengyu Guo, Hui Hui*, Xin Yang*, Jie Tian*, Metal Organic Frameworks as a Theranostic Nanoplatform for Combinatorial Chemo-Photothermal Therapy Adapted to Different Administration, ACS Biomaterials Science &. Engineering 2020, 6, 2, 1008-1016. [PDF]

Research Interests

Development of in vivo multimodality molecular imaging system for biomedical applications



王才成  硕士研究生  085211-计算机技术  

潘浩楠  硕士研究生  085211-计算机技术  


王探  硕士研究生  085400-电子信息  

彭慧玲  硕士研究生  081104-模式识别与智能系统  

朱涛  硕士研究生  081104-模式识别与智能系统  

张家鑫  硕士研究生  081104-模式识别与智能系统