Competing Risks & Comorbidities

Principal Investigator

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• Prof. Mihaela van der Schaar

Students

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• Ahmed M. Alaa
• Changhee Lee
• Alexis Bellot
• Jinsung Yoon

Collaborators

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• Prof. William Zame

Publications

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A. Bellot, M. van der Schaar, "Tree-based Bayesian Mixture Model for Competing Risks," AISTATS, 2018. [Link]

C. Lee, W. R. Zame, J. Yoon, M. van der Schaar, "DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks," AAAI, 2018. [Link] [Supplementary Materials]

A. M. Alaa, M. van der Schaar, "Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks," NIPS, 2017. [Link] - Selected as a spotlight paper