Machine Learning Consensus Clustering Approach for Hospitalized Patients with Dysmagnesemia

Background: The objectives of this study were to classify patients with serum magnesium derangement on hospital admission into clusters using unsupervised machine learning approach and to evaluate the mortality risks among these distinct clusters. Methods: Consensus cluster analysis was performed ba...

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Detalles Bibliográficos
Autores principales: Thongprayoon, Charat, Sy-Go, Janina Paula T., Nissaisorakarn, Voravech, Dumancas, Carissa Y., Keddis, Mira T., Kattah, Andrea G., Pattharanitima, Pattharawin, Vallabhajosyula, Saraschandra, Mao, Michael A., Qureshi, Fawad, Garovic, Vesna D., Dillon, John J., Erickson, Stephen B., Cheungpasitporn, Wisit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619519/
https://www.ncbi.nlm.nih.gov/pubmed/34829467
http://dx.doi.org/10.3390/diagnostics11112119

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619519/
https://www.ncbi.nlm.nih.gov/pubmed/34829467
http://dx.doi.org/10.3390/diagnostics11112119

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