Multiscale classification of heart failure phenotypes by unsupervised clustering of unstructured electronic medical record data

As a leading cause of death and morbidity, heart failure (HF) is responsible for a large portion of healthcare and disability costs worldwide. Current approaches to define specific HF subpopulations may fail to account for the diversity of etiologies, comorbidities, and factors driving disease progr...

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Detalles Bibliográficos
Autores principales: Nagamine, Tasha, Gillette, Brian, Pakhomov, Alexey, Kahoun, John, Mayer, Hannah, Burghaus, Rolf, Lippert, Jörg, Saxena, Mayur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721729/
https://www.ncbi.nlm.nih.gov/pubmed/33288774
http://dx.doi.org/10.1038/s41598-020-77286-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721729/
https://www.ncbi.nlm.nih.gov/pubmed/33288774
http://dx.doi.org/10.1038/s41598-020-77286-6

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