Huiguang He was born in Hubei, in 1973. He is currently a full professor with Institute of Automation, Chinese Academy of Sciences (CASIA). He received BS degree (1994) and MS degree (1997) from Dalian Maritime University (DMU). He got the Ph.D. degree (with honor) in pattern recognition and intelligent systems from CASIA. He was Associate Lecturer in DMU (1997~1999), and postdoctoral researcher (2003~2004) in University of Rochester, USA. He was visiting professor in University of North Carolina at Chapel Hill (2014.10-2015.4). He won the following awards: Excellent Ph.D. dissertation of CAS (2004), National Science & Technology Award (2003, 2004), Beijing Sicence & Technology Award (2002, 2003), K.C. Wong Education Prizes (2007, 2009), and “Lu Jiaxi” Yong Talent Prize(2009). Currently he is PI of two grants (including one key project) from National Science Foundation of China.
Research Interest
1. Brain Computer Interface:
Investigate the new theory and methods of multimodality neural signal acquisition and processing in brain computer interface, and the brain encoding and decoding algorithm, develop a multi-modality BCI system.
2. Study of the brain-like mechanism of deep learning based on visual information encoding and decoding
Develop advanced computing methods to establish the mapping model between the visual system and the external visual stimulation information, explore the mechanism of brain visual information processing. Investigate the relationship between deep learning and brain visual information processing, understanding the expression of each layer in the cerebral cortex, and then use deep learning technique for brain encoding and decoding.
3. The research on multimodality medical imaging processing and its application
Based on multimodality medical imaging, focuses on understanding the relation between structures and functions of the human brain. Develop and apply new medical image processing and analysis algorithms for brain data analysis. Help doctor with diagnosis and treatment. The interest application includes amblyopia, glaucoma and major depression disorder etc.
Selected publications
Wen, Hongwei, Yue Liu, Jieqiong Wang, Islem Rekik, Jishui Zhang, Yue Zhang, Hongwei Tian, Yun Peng*, and Huiguang He*. "Combining tract‐and atlas‐based analysis reveals microstructural abnormalities in early Tourette syndrome children." Human Brain Mapping (2016). doi: 10.1002/hbm.23146
Jieqiong Wang, Ting Li, Bernhard A Sabel, Zhiqiang Chen, Hongwei Wen, Jianhong Li, Xiaobin Xie, Diya Yang, Weiwei Chen, Ningli Wang, Junfang Xian, Huiguang He*. Structural brain alterations in primary open angle glaucoma: a 3T MRI study [J]. Scientific reports, 2016, 6. doi: 10.1038/srep18969, http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4705520/
Wang, Jieqiong, Ting Li, Ningli Wang, Junfang Xian, and Huiguang He*. "Graph theoretical analysis reveals the reorganization of the brain network pattern in primary open angle glaucoma patients." European radiology (2016): 1-11. doi:10.1007/s00330-016-4221-x
Li W, van Tol MJ, Li M, Miao W, Jiao Y, Heinze HJ, Bogerts B, He H*, Walter M. Regional specificity of sex effects on subcortical volumes across the lifespan in healthy aging. Hum Brain Mapp. 2014, 35 (1), 238-247.
Dai D, Wang J, Hua J, He H*. Classification of ADHD children through multimodal magnetic resonance imaging. Front Syst Neurosci. 2012;6:63. doi: 10.3389/fnsys.2012.00063. Epub 2012 Sep 3.
Wen Miao, Jianhong Li, Ming Tang, Junfang Xian, Wenjing Li, Zhaohui Liu, Sha Liu, Sabel BA, Zhenchang Wang, Huiguang He*, Altered white matter integrity in Children with Prelingual deafness: a High resolution Tract-Based Spatial Statistics imaging Study, American Journal of Neuroradiology, published online on December 28, 2012, 10.3174/ajnr.A3370.
Dong Sang, Bin Lv, Huiguang He*, Ding Wen, Jiping He, "Analyzing Neural Interaction Characteristics in a Monkey's Motor Cortex during Reach-to-Grasp Tasks," IEEE Intelligent Systems, pp. 64-71, September/October, 2011
M. Li, H.G. He*, W. Shi, J. Li, B. Lv, C.H.Wang, Q.W. Miao, Z.C. Wang, N.L. Wang, M. Walter, B.A. Sabel, Quantification of the Human Lateral Geniculate Nucleus In Vivo Using MR ImagingBased Morphometry, American Journal of Neuroradiology, 2011, 01/2012; 33(5):915-21
Bin Lv, Jing Li, Huiguang He*, Meng Li, Mingchang Zhao, Likun Ai, Fei Yan, Junfang Xian, Zhenchang Wang: Gender consistency and difference in healthy adults revealed by cortical thickness, NeuroImage, Vol. 53, No. 2. (1 November 2010), pp. 373-382.
Lab Website：http://nica.net.cn
E-mail: huiguang.he@ia.ac.cn
Tel：010-82544621 |
