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Translational Medicine / 转化医学AI and Digital Medicine Milestones

Daphne Koller

PhD

🏢insitro🌐USA

CEO and Founder

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👥Biography 个人简介

Daphne Koller founded insitro to apply machine learning to drug discovery including oncology therapeutics, integrating high-content screening with computational biology at industrial scale. Her foundational work on probabilistic graphical models has influenced virtually all statistical approaches used in cancer genomics and biomarker discovery. She has advanced the paradigm of data-driven drug development that is transforming cancer therapeutic discovery.

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🧪Research Fields 研究领域

ML drug discovery
Probabilistic graphical models
Computational biology
AI-driven therapeutics
High-content screening AI

🎓Key Contributions 主要贡献

Representative Works 代表性著作

📄Data Sources 数据来源

Last updated: 2026-04-01 | All information from publicly available academic sources

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