Personalized Glucose Management With AI: Pilot Study Using a Multiarmed Bandit Approach

20260 citationsJournal Articlegold Open Access

Authors

Saila B. Koivusalo · University of Helsinki

Abstract

The preliminary effectiveness of the proposed method was demonstrated from both the simulation experiment and the small real-world experiment. However, further longitudinal real-world experiments in patients with diabetes are needed to validate and generalize the findings.

Topics & Keywords

Mobile Health and mHealth Applications Digital Mental Health Interventions Advanced Bandit Algorithms Research

Publication Details

Published in: JMIR Formative Research

Volume 10, pp. e70826-e70826

DOI: 10.2196/70826

Field-Weighted Citation Impact: 0.00

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Personalized Glucose Management With AI: Pilot Study Using a Multiarmed Bandit Approach

Authors

Abstract

Topics & Keywords

Publication Details