Machine Learning and Causal Approaches to Predict Readmissions and Its Economic Consequences Among Canadian Patients With Heart Disease: Retrospective Study

BACKGROUND: Unplanned patient readmissions within 30 days of discharge pose a substantial challenge in Canadian health care economics. To address this issue, risk stratification, machine learning, and linear regression paradigms have been proposed as potential predictive solutions. Ensemble machine...

Descripción completa

Detalles Bibliográficos
Autores principales: Rajkumar, Ethan, Nguyen, Kevin, Radic, Sandra, Paa, Jubelle, Geng, Qiyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257109/
https://www.ncbi.nlm.nih.gov/pubmed/37234042
http://dx.doi.org/10.2196/41725

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257109/
https://www.ncbi.nlm.nih.gov/pubmed/37234042
http://dx.doi.org/10.2196/41725

Ejemplares similares