Evaluation of a Bi-Directional Methodology for Automated Assessment of Compliance to Continuous Application of Clinical Guidelines, in the Type 2 Diabetes-Management Domain

no code implementations • 16 Mar 2021 • Avner Hatsek, Irit Hochberg, Deeb Daoud Naccache, Aya Biderman, Yuval Shahar

The completeness of the system was 91% compared to comments made by at least two experts, and 98% when compared to comments made by all three.

Management

A Reinforcement Learning System to Encourage Physical Activity in Diabetes Patients

no code implementations • 13 May 2016 • Irit Hochberg, Guy Feraru, Mark Kozdoba, Shie Mannor, Moshe Tennenholtz, Elad Yom-Tov

Messages were personalized through a Reinforcement Learning (RL) algorithm which optimized messages to improve each participant's compliance with the activity regimen.

reinforcement-learning Reinforcement Learning (RL)