Comparison of deep learning with traditional models to predict preventable acute care use and spending among heart failure patients

Recent health reforms have created incentives for cardiologists and accountable care organizations to participate in value-based care models for heart failure (HF). Accurate risk stratification of HF patients is critical to efficiently deploy interventions aimed at reducing preventable utilization....

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Publicado no:Sci Rep
Main Authors: Lewis, Maor, Elad, Guy, Beladev, Moran, Maor, Gal, Radinsky, Kira, Hermann, Dor, Litani, Yoav, Geller, Tal, Pines, Jesse M., Shapiro, Nathan l., Figueroa, Jose F.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7806727/
https://ncbi.nlm.nih.gov/pubmed/33441908
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-80856-3
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