Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients

Mortality prediction for intensive care unit (ICU) patients is crucial for improving outcomes and efficient utilization of resources. Accessibility of electronic health records (EHR) has enabled data-driven predictive modeling using machine learning. However, very few studies rely solely on unstruct...

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Detalles Bibliográficos
Autores principales: Mahbub, Maria, Srinivasan, Sudarshan, Danciu, Ioana, Peluso, Alina, Begoli, Edmon, Tamang, Suzanne, Peterson, Gregory D.
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/PMC8735614/
https://www.ncbi.nlm.nih.gov/pubmed/34990485
http://dx.doi.org/10.1371/journal.pone.0262182

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8735614/
https://www.ncbi.nlm.nih.gov/pubmed/34990485
http://dx.doi.org/10.1371/journal.pone.0262182

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