E-CatBoost: An efficient machine learning framework for predicting ICU mortality using the eICU Collaborative Research Database

Improving the Intensive Care Unit (ICU) management network and building cost-effective and well-managed healthcare systems are high priorities for healthcare units. Creating accurate and explainable mortality prediction models helps identify the most critical risk factors in the patients’ survival/d...

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Detalles Bibliográficos
Autores principales: Safaei, Nima, Safaei, Babak, Seyedekrami, Seyedhouman, Talafidaryani, Mojtaba, Masoud, Arezoo, Wang, Shaodong, Li, Qing, Moqri, Mahdi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9070907/
https://www.ncbi.nlm.nih.gov/pubmed/35511882
http://dx.doi.org/10.1371/journal.pone.0262895

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9070907/
https://www.ncbi.nlm.nih.gov/pubmed/35511882
http://dx.doi.org/10.1371/journal.pone.0262895

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