Application of machine learning approaches to administrative claims data to predict clinical outcomes in medical and surgical patient populations.

Application of machine learning approaches to administrative claims data to predict clinical outcomes in medical and surgical patient populations.

<h4>Objective</h4>This study aimed to develop and validate a claims-based, machine learning algorithm to predict clinical outcomes across both medical and surgical patient populations.<h4>Methods</h4>This retrospective, observational cohort study, used a random 5% sample of 7...

Full description

Bibliographic Details
Main Authors: Emily J MacKay, Michael D Stubna, Corey Chivers, Michael E Draugelis, William J Hanson, Nimesh D Desai, Peter W Groeneveld
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0252585

Internet

https://doi.org/10.1371/journal.pone.0252585

Similar Items