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Machine ​learning algorithms for claims data‐based prediction of in‐hospital mortality in patients with heart failure

AIMS: Models predicting mortality in heart failure (HF) patients are often limited with regard to performance and applicability. The aim of this study was to develop a reliable algorithm to compute expected in‐hospital mortality rates in HF cohorts on a population level based on administrative data...

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Detalhes bibliográficos
Publicado no:ESC Heart Fail
Main Authors: König, Sebastian, Pellissier, Vincent, Hohenstein, Sven, Bernal, Andres, Ueberham, Laura, Meier‐Hellmann, Andreas, Kuhlen, Ralf, Hindricks, Gerhard, Bollmann, Andreas
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8318394/
https://ncbi.nlm.nih.gov/pubmed/34085775
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/ehf2.13398
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