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Molecular Biophysics and Biochemistry
"Agentic Generative AI for Precision Medicine”
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Speaker: Martin Renqiang Min (NEC) Head of Machine Learning Dept NEC Laboratories America Wednesday, November 12, 2025 9:00AM - 10:00AM Location: Bass Center for Molecular and Structural Biology, Room 405, 266 Whitney Avenue, New Haven, CT 06511 and via Webcast: https://yale.zoom.us/j/95581335515 |
Abstract: Owing to the availability of large-scale multimodal biomedical data and the revolution of information technologies, data-driven precision medicine will greatly reshape our healthcare system. In this talk, first I will introduce the concept of precision medicine and health. Then I will present several agentic generative AI technologies for clinical decision making and drug discovery developed at NEC Laboratories America. Finally, I will conclude this talk by discussing several trends in AI for precision medicine.
Speaker bio: Martin Renqiang Min is currently the head of the Machine Learning Department, NEC Laboratories America. He received his MSc and PhD degrees in Computer Science from Machine Learning Group, Department of Computer Science, University of Toronto. He did a one-year postdoc at Yale University. His research interests include machine learning and biomedical informatics, focusing on representation learning, generative models, multimodal reasoning, generative biomedicine, and omics for personalized healthcare. He contributed to the ENCODE Project, and his text-to-video generation paper published in 2018 was reported by Science, MIT Technology Review, and many international news media
Host: Mark Gerstein
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- Molecular Biophysics and Biochemistry
- Special Seminar
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