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

Glucose Tracking and Self-Monitoring of Blood Glucose (251) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (2452) Machine Learning (3365) Artificial Intelligence (5072) Precision Medicine (454) Artificial Intelligence in Diabetes Care and Prevention (117)

Published on in Vol 11 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/79195, first published .
Woman using a glucose meter to check blood sugar levels at home.

Personalized Type 1 Diabetes Management: Reinforcement Learning–Based Insulin Dosing and Glucose Forecasting

Personalized Type 1 Diabetes Management: Reinforcement Learning–Based Insulin Dosing and Glucose Forecasting

Authors of this article:

Ernest M Taku1 Author Orcid Image ;   Vibhuti Gupta2 Author Orcid Image ;   Ashutosh Singhal1 Author Orcid Image
Article Authors Cited by (1) Tweetations Metrics

Conference Proceedings

  1. Chen Z, Zhao N, Lei J, Sun X, Zhao Z, Zhang X. 2026 IEEE 9th Information Technology and Mechatronics Engineering Conference (ITOEC). Closed-Loop Glucose Control in Type 1 Diabetes via Causality-Guided Reinforcement Learning View