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Interpretation of machine learning predictions for patient outcomes in electronic health records

Electronic health records are an increasingly important resource for understanding the interactions between patient health, environment, and clinical decisions. In this paper we report an empirical study of predictive modeling of seven patient outcomes using three state-of-the-art machine learning m...

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Publicat a:AMIA Annu Symp Proc
Autors principals: Cava, William La, Bauer, Christopher, Moore, Jason H., Pendergrass, Sarah A
Format: Artigo
Idioma:Inglês
Publicat: American Medical Informatics Association 2020
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7153071/
https://ncbi.nlm.nih.gov/pubmed/32308851
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