Machine Learning Prediction Models for Mortality in Intensive Care Unit Patients with Lactic Acidosis

Background: Lactic acidosis is the most common cause of anion gap metabolic acidosis in the intensive care unit (ICU), associated with poor outcomes including mortality. We sought to compare machine learning (ML) approaches versus logistic regression analysis for prediction of mortality in lactic ac...

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Detalles Bibliográficos
Autores principales: Pattharanitima, Pattharawin, Thongprayoon, Charat, Kaewput, Wisit, Qureshi, Fawad, Qureshi, Fahad, Petnak, Tananchai, Srivali, Narat, Gembillo, Guido, O’Corragain, Oisin A., Chesdachai, Supavit, Vallabhajosyula, Saraschandra, Guru, Pramod K., Mao, Michael A., Garovic, Vesna D., Dillon, John J., Cheungpasitporn, Wisit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584535/
https://www.ncbi.nlm.nih.gov/pubmed/34768540
http://dx.doi.org/10.3390/jcm10215021

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584535/
https://www.ncbi.nlm.nih.gov/pubmed/34768540
http://dx.doi.org/10.3390/jcm10215021

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