Personalized Screening Policies

Principal Investigator

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• Prof. Mihaela van der Schaar

Students

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• Ahmed M. Alaa
• Kartik Ahuja
• Jinsung Yoon

Collaborators

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• Prof. William Zame
• Dr. Scott Hu

Publications

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J. Yoon, W. R. Zame, M. van der Schaar, "Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks," ICLR, 2018. [Link]

K. Ahuja, W. R. Zame, M. van der Schaar, "DPSCREEN: Dynamic Personalized Screening," NIPS, 2017. [Link][Poster]

A. M. Alaa, S. Hu, and M. van der Schaar, "Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis," ICML, 2017. [Link]

A. Alaa, K. H. Moon, W. Hsu and M. van der Schaar, "ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening," accepted and to appear in IEEE Transactions on Multimedia - Special Issue on Multimedia-based Healthcare, 2016. [Link]