Learn more →
Back to Expert Scholars
AI in Cancer Research / AI+癌症研究Drug Discovery

Daphne Koller

Ph.D.

🏢insitro🌐USA

CEO and Founder

1
Key Papers
2
Awards
2
Key Contributions

👥Biography 个人简介

Daphne Koller is a Stanford professor and machine learning pioneer who founded insitro to revolutionize drug discovery using machine learning and high-throughput biology. Her work spans probabilistic graphical models, computational biology, and the application of AI to understand disease biology and develop therapeutics. Koller is also co-founder of Coursera and a leading voice in AI education.

Daphne Koller是斯坦福教授和机器学习先驱,创立了insitro,利用机器学习和高通量生物学革新药物发现。她的工作涵盖概率图模型、计算生物学以及AI在理解疾病生物学和开发治疗药物方面的应用。Koller也是Coursera的联合创始人,是AI教育领域的领军人物。

Share:

🧪Research Fields 研究领域

Machine Learning机器学习
Drug Discovery药物发现
Computational Biology计算生物学

🎓Key Contributions 主要贡献

insitro Platform

Built ML-first drug discovery platform integrating high-content screening with computational modeling.

Probabilistic Models

Pioneered probabilistic graphical models with applications in biology.

Representative Works 代表性著作

[1]

Probabilistic Graphical Models: Principles and Techniques

MIT Press (2009)

Definitive textbook on probabilistic graphical models.

🏆Awards & Recognition 奖项与荣誉

🏆MacArthur Fellowship (2004)
🏆ACM/AAAI Allen Newell Award (2019)

📄Data Sources 数据来源

Last updated: 2026-03-05 | All information from publicly available academic sources

关注 Daphne Koller 的研究动态

Follow Daphne Koller's research updates

留下邮箱,当我们发布与 Daphne Koller(insitro)相关的新研究或访谈时,我们会通知你。

我们不会泄露你的信息,也不会发送无关内容。随时可以退订。

Explore More Experts

Discover the researchers shaping the future of cancer treatment