Medication Adherence Prediction Through Online Social Forums: A Case Study of Fibromyalgia

Abstract

This study exemplifies the potential and limitations of transfer learning in medication adherence-predictive models based on survey data and social health forum data. The proposed approach can make timely medication adherence monitoring cost-effective and widely accessible. Additional investigation is needed to improve the robustness of the approach and extend its applicability to other therapies and other sources of data.