Artificial intelligence in medicineHumansBayes TheoremMachine LearningModelsStatistical
Do machine learning methods make better predictions than conventional ones in pharmacoepidemiology? A systematic review, meta-analysis, and network meta-analysis.
Ana Paula Bruno Pena-Gralle, Mireille E Schnitzer, Sofia-Nada Boureguaa, Félix Morin, Marc-André Legault, Caroline Sirois, Alice Dragomir, Lucie Blais
Published: 202610.1016/j.artmed.2025.103312
Abstract
OBJECTIVE: To synthesize existing evidence and compare the predictive performance of conventional statistical (CS) models versus machine learning (ML) methods in pharmacoepidemiology. METHODS: Medline, Embase, PsycINFO, CINAHL and Web of Science data…
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