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On the interpretability of machine learning-based model for predicting hypertension

BACKGROUND: Although complex machine learning models are commonly outperforming the traditional simple interpretable models, clinicians find it hard to understand and trust these complex models due to the lack of intuition and explanation of their predictions. The aim of this study to demonstrate th...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Elshawi, Radwa, Al-Mallah, Mouaz H., Sakr, Sherif
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6664803/
https://ncbi.nlm.nih.gov/pubmed/31357998
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0874-0
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