Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic
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Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs

17 May 2019

Matthieu Komorowski

Papers citing "Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs"

5 / 5 papers shown

Title
Deep Attention Q-Network for Personalized Treatment Recommendation Simin Ma Junghwan Lee N. Serban Shihao Yang OffRL 35 5 0 04 Jul 2023
Reinforcement Learning For Survival, A Clinically Motivated Method For Critically Ill Patients Thesath Nanayakkara OOD OffRL 11 0 0 17 Jul 2022
Medical Dead-ends and Learning to Identify High-risk States and Treatments Mehdi Fatemi Taylor W. Killian J. Subramanian Marzyeh Ghassemi OffRL 28 37 0 08 Oct 2021
Offline reinforcement learning with uncertainty for treatment strategies in sepsis Ran Liu J. Greenstein J. Fackler Jules Bergmann M. Bembea R. Winslow OffRL 6 7 0 09 Jul 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 292 10,618 0 19 Feb 2017