An explainable artificial intelligence approach for predicting cardiovascular outcomes using electronic health records

Understanding the conditionally-dependent clinical variables that drive cardiovascular health outcomes is a major challenge for precision medicine. Here, we deploy a recently developed massively scalable comorbidity discovery method called Poisson Binomial based Comorbidity discovery (PBC), to analy...

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Detalles Bibliográficos
Autores principales: Wesołowski, Sergiusz, Lemmon, Gordon, Hernandez, Edgar J., Henrie, Alex, Miller, Thomas A., Weyhrauch, Derek, Puchalski, Michael D., Bray, Bruce E., Shah, Rashmee U., Deshmukh, Vikrant G., Delaney, Rebecca, Yost, H. Joseph, Eilbeck, Karen, Tristani-Firouzi, Martin, Yandell, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8975108/
https://www.ncbi.nlm.nih.gov/pubmed/35373216
http://dx.doi.org/10.1371/journal.pdig.0000004

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