Cost-effectiveness of the 3E model in diabetes management: a machine learning approach to assess long-term economic impact

Cost-effectiveness of the 3E model in diabetes management: a machine learning approach to assess long-term economic impact

BackgroundThis study investigated the cost-effectiveness and clinical impact of the 3E model (education, empowerment, and economy) in diabetes management using advanced machine learning techniques.MethodsWe conducted an observational longitudinal descriptive analysis involving 320 patients, who were...

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Bibliographic Details
Main Authors: Supriya Raghav, Santosh Kumar, Hamid Ashraf, Poonam Khanna
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Public Health
Subjects:
diabetes management
3E model
cost-effectiveness
machine learning
patient empowerment
natural language processing
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2025.1571546/full
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