Machine learning-based prediction of in-ICU mortality in pneumonia patients

Conventional severity-of-illness scoring systems have shown suboptimal performance for predicting in-intensive care unit (ICU) mortality in patients with severe pneumonia. This study aimed to develop and validate machine learning (ML) models for mortality prediction in patients with severe pneumonia...

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Detalles Bibliográficos
Autores principales: Jeon, Eun-Tae, Lee, Hyo Jin, Park, Tae Yun, Jin, Kwang Nam, Ryu, Borim, Lee, Hyun Woo, Kim, Dong Hyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352276/
https://www.ncbi.nlm.nih.gov/pubmed/37460837
http://dx.doi.org/10.1038/s41598-023-38765-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352276/
https://www.ncbi.nlm.nih.gov/pubmed/37460837
http://dx.doi.org/10.1038/s41598-023-38765-8

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