Machine Learning Consensus Clustering Approach for Hospitalized Patients with Phosphate Derangements

Background: The goal of this study was to categorize patients with abnormal serum phosphate upon hospital admission into distinct clusters utilizing an unsupervised machine learning approach, and to assess the mortality risk associated with these clusters. Methods: We utilized the consensus clusteri...

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Detalles Bibliográficos
Autores principales: Thongprayoon, Charat, Dumancas, Carissa Y., Nissaisorakarn, Voravech, Keddis, Mira T., Kattah, Andrea G., Pattharanitima, Pattharawin, Petnak, Tananchai, Vallabhajosyula, Saraschandra, Garovic, Vesna D., Mao, Michael A., 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/PMC8509302/
https://www.ncbi.nlm.nih.gov/pubmed/34640457
http://dx.doi.org/10.3390/jcm10194441

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8509302/
https://www.ncbi.nlm.nih.gov/pubmed/34640457
http://dx.doi.org/10.3390/jcm10194441

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