Predicting therapy dropout in chronic pain management: a machine learning approach to cannabis treatment

IntroductionChronic pain affects approximately 30% of the global population, posing a significant public health challenge. Despite their widespread use, traditional pharmacological treatments, such as opioids and NSAIDs, often fail to deliver adequate, long-term relief while exposing patients to ris...

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Bibliographic Details

Published in:	Frontiers in Artificial Intelligence
Main Authors:	Anna Visibelli, Rebecca Finetti, Bianca Roncaglia, Paolo Poli, Ottavia Spiga, Annalisa Santucci
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-02-01
Subjects:	dropout cannabis therapy machine learning pain treatment pharmacogenetics
Online Access:	https://www.frontiersin.org/articles/10.3389/frai.2025.1557894/full