Institute of Biomedical Health Technology and Engineering
chenyuzong(at)sz.tsinghua.edu.cn
Computational Biology,Pharmacology
Senior Principal Investigator
Professor
Professor
Associate Professor
Head of Dept of Computational Science
Assistant Professor/Associate Professor
Scientist
Visiting Assistant Professor
Postdoc
PhD
MSc
1. AI in biomedical applications
2. Bioinformatics
3. Computer aided drug design
4. Science and arts (protein art, protein music)
- Invented inverse docking method for target discovery
- Developed the popular therapeutic target database TTD
- One of the pioneers in machine learning drug discovery and biological research
- Successfully predicted clinical success of drug targets
- Discovered clustered patterns of nature-derived drugs
Research indicators: H-Index 49 (SCI), 52 (Scopus), Citations: 8940 (SCI), 9761 (Scopus)
1. Shen, Wanxiang; Zeng, Xian; Zhu, Feng; Wang, Yali; Qin, Chu; Tan, Ying; Jiang, Yuyang*;Chen, Yuzong*, Out-of-the-box deep learning prediction of pharmaceutical properties by broadly learned knowledge-based molecular representations.Nat. Mach. Intell.,2021,3(4), 334-343.
2. Li, Yinghong; Li, Xiaoxu; Hong, Jiajun; Wang, Yunxia; Fu, Jianbo; Yang, Hong; Yu, Chunyan; Li, Fengcheng; Hu, Jie; Xue, Weiwei; Jiang, Yuyang; Chen, Yuzong*; Zhu, Feng*, Clinical trials, progression-speed differentiating features and swiftness rule of the innovative targets of first-in-class drugs.Briefings in Bioinformatics,2020,21(2), 649-662.
3. Zeng, Xian; Zhang, Peng; Wang, Yali; Qin, Chu; Chen, Shangying; He, Weidong; Tao, Lin; Tan, Ying; Gao, Dan; Wang, Bohua; Chen, Zhe; Chen, Weiping*; Jiang, Yuyang*;Chen, Yuzong*, CMAUP: a database of collective molecular activities of useful plants.Nucleic Acids Research,2019,47(D1), D1118-D1127.
4. Feng Zhu, Xiaoxu Li, Shengyong Yang,Yuzong Chen*. Clinical Success of Drug Targets Prospectively Predicted by In Silico Study.Trends Pharmacol Sci39(3):229-231. (2018)
5. Zeng, Xian; Zhang, Peng; He, Weidong; Qin, Chu; Chen, Shangying; Tao, Lin; Wang, Yali; Tan, Ying; Gao, Dan; Wang, Bohua; Chen, Zhe; Chen, Weiping*; Jiang, Yuyang*;Chen, Yuzong*, NPASS: natural product activity and species source database for natural product research, discovery and tool development.Nucleic Acids Research,2018,46(D1), D1217-D1222.
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