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Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time before Diagnosis, Data Diversity, Data Quantity and Data Density

BACKGROUND: Using electronic health records (EHR) data to predict events and onset of diseases is increasingly common. Relatively little is known, though, about the tradeoffs between data requirements and model utility. METHODS AND RESULTS: We examined the performance of machine learning models trai...

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Detalles Bibliográficos
Publicado en:Circ Cardiovasc Qual Outcomes
Main Authors: Ng, Kenney, Steinhubl, Steven R., deFilippi, Christopher, Dey, Sanjoy, Stewart, Walter F.
Formato: Artigo
Idioma:Inglês
Publicado: 2016
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5341145/
https://ncbi.nlm.nih.gov/pubmed/28263940
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1161/CIRCOUTCOMES.116.002797
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