Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database

BACKGROUND: Hospital readmissions for pneumonia are a growing concern in the US, with significant consequences for costs and quality of care. This study developed the rule-based model and other machine learning (ML) models to predict 30-day readmission risk in patients with pneumonia and compared mo...

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Detalles Bibliográficos
Autores principales: Huang, Yinan, Talwar, Ashna, Lin, Ying, Aparasu, Rajender R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643900/
https://www.ncbi.nlm.nih.gov/pubmed/36352392
http://dx.doi.org/10.1186/s12911-022-01995-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643900/
https://www.ncbi.nlm.nih.gov/pubmed/36352392
http://dx.doi.org/10.1186/s12911-022-01995-3

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