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Statistical Relational Learning to Predict Primary Myocardial Infarction from Electronic Health Records

Electronic health records (EHRs) are an emerging relational domain with large potential to improve clinical outcomes. We apply two statistical relational learning (SRL) algorithms to the task of predicting primary myocardial infarction. We show that one SRL algorithm, relational functional gradient...

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Detalhes bibliográficos
Main Authors: Weiss, Jeremy C, Page, David, Peissig, Peggy L, Natarajan, Sriraam, McCarty, Catherine
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4211289/
https://ncbi.nlm.nih.gov/pubmed/25360347
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