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This paper is in the following e-collection/theme issue:

Artificial Intelligence in Industry (16) Clinical Information and Decision Making (2186) Learning and Education (133) Vulnerable Populations in Health Research (285) Social Determinants of Health (108)

Published on in Vol 4 (2025)

This is a member publication of University of Toronto

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/74264, first published .
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Reinforcement Learning to Prevent Acute Care Events Among Medicaid Populations: Mixed Methods Study

Reinforcement Learning to Prevent Acute Care Events Among Medicaid Populations: Mixed Methods Study

Authors of this article:

Sanjay Basu1 Author Orcid Image ;   Bhairavi Muralidharan1 Author Orcid Image ;   Parth Sheth1 Author Orcid Image ;   Dan Wanek1 Author Orcid Image ;   John Morgan1 Author Orcid Image ;   Sadiq Patel1 Author Orcid Image
Article Authors Cited by (2) Tweetations Metrics

Journals

  1. Basu S, Patel S, Sheth P, Muralidharan B, Elamaran N, Kinra A, Batniji R. Mechanistic interpretability of reinforcement learning in Medicaid care coordination. BMJ Health & Care Informatics 2026;33(1):e101935 View
  2. Basu S, Patel S, Sheth P, Muralidharan B, Elamaran N, Kinra A, Batniji R. Offline reinforcement learning for care management: addressing sparse rewards, temporal dependencies, and fairness in Medicaid populations. npj Digital Public Health 2026;1(1) View