曾宇鳳
Yufeng Jane Tseng
- 生醫電子與資訊學研究所 教授
- yjtseng@csie.ntu.edu.tw
- +886-2-3366-4888 ext. 529
- 生理與系統神經科學、神經資訊與應用科學、臨床與轉譯神經科學、認知與社會神經科學
Lab Introduction & Major Research Interests
Prof. Yufeng Jane, Tseng, a medicinal chemist and bioinformatician trained at the University Illinois at Chicago and also the National Center for Biotechnology Information, NIH, before joining National Taiwan University (NTU) at 2016.
Prof. Tseng is currently the director of Drug research Center and associate director of neuroscience center at NTU. She is a professor at the graduate institute of bioinformatics and biomedical engineering, department of computer science, school of pharmacy of National Taiwan University.
Prof. Tseng’s expertise in AI-assisted drug design and discovery has made rapid progress and showed promising clinical results in novel CNS drug and cardiovascular drug developments.
Prof. Tseng’s extraordinary effort in drug discovery was recognized with Futuristic Breakthrough Technology Award (Taiwan, 2019, 2017), National Bio-Innovation Award (Taiwan, 2019, and 2016), Novartis Venture Fund Mentorship Grantee (USA, 2016 and 2017), IBM Faculty Award (USA, 2015). She was appointed the Director of SPARK Taiwan (since 2017) and the Chairman of Asia SPARK Regional Committee and Global SPARK Executive Committee (since 2018).
Recent Representative Publication ( * corresponding author)
1. Chen, J. H., and Tseng, Y. J.*(2020) Different Molecular Enumeration Influences In Deep Learning – An Example Using Aqueous Solubility. Briefings In Bioinformatics, ACCEPTED.
2. Renn, A., Su, B. H., Liu, H., Sun, J., Tseng, Y. J.*(2020) Advances in the prediction of mouse liver microsomal studies: from machine learning to deep learning. Wiley Interdisciplinary Reviews: Computational Molecular Science, e1479.
3. Kuo, T. C., Tan, C. E., Wang, S. Y., Lin, O. A., Su, B. H., Hsu, M. T., Lin, J., Cheng, Y. Y., Chen, C. S., Yang, Y. C., Chen, K. H., Lin, S. W., Ho, C. C., Kuo, C. H., Tseng, Y. J.*(2020) Human Breathomics Database. Database, 2020.
4. Wang, P. H., Tseng, Y. J.*(2019) IntelliPatent: a web-based intelligent system for fast chemical patent claim drafting. Journal of Cheminformatics, 11(1), 1-7.
5. Wang, P. H., Tu, Y. S., Tseng, Y. J.*(2019) PgpRules: a Decision Tree Based Prediction Server for P-glycoprotein Substrates and Inhibitors. Bioinformatics, btz213.