A narrative review of the use of PROMs and machine learning to impact value-based clinical decision-making

A narrative review of the use of PROMs and machine learning to impact value-based clinical decision-making

Abstract Purpose This review summarises the studies which combined Patient Reported Outcome Measures (PROMs) and Machine Learning statistical computational techniques, to predict patient post-intervention outcomes. The aim of the project was to inform those working in value-based healthcare how Mach...

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Bibliographic Details
Main Authors: Michal Pruski, Simone Willis, Kathleen Withers
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Prudent healthcare
Decision-making
Value in health
Algorithms
Prediction
Patient reported outcomes
Online Access:https://doi.org/10.1186/s12911-025-03083-8
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