Guidelines for reinforcement learning in healthcare

Author:

Gottesman Omer,Johansson FredrikORCID,Komorowski MatthieuORCID,Faisal Aldo,Sontag David,Doshi-Velez Finale,Celi Leo AnthonyORCID

Publisher

Springer Science and Business Media LLC

Subject

General Biochemistry, Genetics and Molecular Biology,General Medicine

Reference10 articles.

1. Obermeyer, Z. & Emanuel, E. J. N. Engl. J. Med. 375, 1216 (2016).

2. Parbhoo, S., Bogojeska, J., Zazzi, M., Roth, V. & Doshi-Velez, F. AMIA Summits on Translational Science Proceedings 2017, 239 (2017).

3. Guez, A., Vincent, R. D., Avoli, M. & Pineau, J. Treatment of epilepsy via batch-mode reinforcement learning. In Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence 1671–1678 (AAAI, 2008).

4. Komorowski, M., Celi, L. A., Badawi, O., Gordon, A. & Faisal, A. Nat. Med. 24, 1716–1720 (2018).

5. Chakraborty, B., Moodie, E. & Erica, E. M. Statistical Methods for Dynamic Treatment Regimes (Springer, New York, 2013).

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