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

Journal: BMC medical informatics and decision making
Published Date:

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 Machine Learning can be used with PROMs to inform clinical practice.

Authors

  • Michal Pruski
    School of Health Sciences, The University of Manchester, Manchester, UK.
  • Simone Willis
    Specialist Unit for Review Evidence, Cardiff University, Cardiff, UK. WillisS5@cardiff.ac.uk.
  • Kathleen Withers
    CEDAR, Cardiff and Vale UHB, Cardiff, UK.