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

OBJECTIVE: This study aimed to develop and validate a claims-based, machine learning algorithm to predict clinical outcomes across both medical and surgical patient populations. METHODS: This retrospective, observational cohort study, used a random 5% sample of 770,777 fee-for-service Medicare benef...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: MacKay, Emily J., Stubna, Michael D., Chivers, Corey, Draugelis, Michael E., Hanson, William J., Desai, Nimesh D., Groeneveld, Peter W.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2021
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8174683/
https://ncbi.nlm.nih.gov/pubmed/34081720
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0252585
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados