Dendrogram of transparent feature importance machine learning statistics to classify associations for heart failure: A reanalysis of a retrospective cohort study of the Medical Information Mart for Intensive Care III (MIMIC-III) database

BACKGROUND: There is a continual push for developing accurate predictors for Intensive Care Unit (ICU) admitted heart failure (HF) patients and in-hospital mortality. OBJECTIVE: The study aimed to utilize transparent machine learning and create hierarchical clustering of key predictors based off of...

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Detalles Bibliográficos
Autores principales: Huang, Alexander A., Huang, Samuel Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10358877/
https://www.ncbi.nlm.nih.gov/pubmed/37471315
http://dx.doi.org/10.1371/journal.pone.0288819

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10358877/
https://www.ncbi.nlm.nih.gov/pubmed/37471315
http://dx.doi.org/10.1371/journal.pone.0288819

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