Machine Learning Consensus Clustering Approach for Patients with Lactic Acidosis in Intensive Care Units

Background: Lactic acidosis is a heterogeneous condition with multiple underlying causes and associated outcomes. The use of multi-dimensional patient data to subtype lactic acidosis can personalize patient care. Machine learning consensus clustering may identify lactic acidosis subgroups with uniqu...

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Detalles Bibliográficos
Autores principales: Pattharanitima, Pattharawin, Thongprayoon, Charat, Petnak, Tananchai, Srivali, Narat, Gembillo, Guido, Kaewput, Wisit, Chesdachai, Supavit, Vallabhajosyula, Saraschandra, O’Corragain, Oisin A., Mao, Michael A., Garovic, Vesna D., Qureshi, Fawad, 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/PMC8623582/
https://www.ncbi.nlm.nih.gov/pubmed/34834484
http://dx.doi.org/10.3390/jpm11111132

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