Machine learning methodologies versus cardiovascular risk scores, in predicting disease risk

BACKGROUND: The use of Cardiovascular Disease (CVD) risk estimation scores in primary prevention has long been established. However, their performance still remains a matter of concern. The aim of this study was to explore the potential of using ML methodologies on CVD prediction, especially compare...

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Bibliographic Details
Published in:BMC Med Res Methodol
Main Authors: Dimopoulos, Alexandros C., Nikolaidou, Mara, Caballero, Francisco Félix, Engchuan, Worrawat, Sanchez-Niubo, Albert, Arndt, Holger, Ayuso-Mateos, José Luis, Haro, Josep Maria, Chatterji, Somnath, Georgousopoulou, Ekavi N., Pitsavos, Christos, Panagiotakos, Demosthenes B.
Format: Artigo
Language:Inglês
Published: BioMed Central 2018
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Research Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6311054/
https://ncbi.nlm.nih.gov/pubmed/30594138
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-018-0644-1
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