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Machine learning‐based prediction of heart failure readmission or death: implications of choosing the right model and the right metrics

AIMS: Machine learning (ML) is widely believed to be able to learn complex hidden interactions from the data and has the potential in predicting events such as heart failure (HF) readmission and death. Recent studies have revealed conflicting results likely due to failure to take into account the cl...

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Detalles Bibliográficos
Autores principales: Awan, Saqib Ejaz, Bennamoun, Mohammed, Sohel, Ferdous, Sanfilippo, Frank Mario, Dwivedi, Girish
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6437443/
https://www.ncbi.nlm.nih.gov/pubmed/30810291
http://dx.doi.org/10.1002/ehf2.12419