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Cardiovascular/stroke risk predictive calculators: a comparison between statistical and machine learning models

BACKGROUND: Statistically derived cardiovascular risk calculators (CVRC) that use conventional risk factors, generally underestimate or overestimate the risk of cardiovascular disease (CVD) or stroke events primarily due to lack of integration of plaque burden. This study investigates the role of ma...

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Detalhes bibliográficos
Publicado no:Cardiovasc Diagn Ther
Main Authors: Jamthikar, Ankush, Gupta, Deep, Saba, Luca, Khanna, Narendra N., Araki, Tadashi, Viskovic, Klaudija, Mavrogeni, Sophie, Laird, John R., Pareek, Gyan, Miner, Martin, Sfikakis, Petros P., Protogerou, Athanasios, Viswanathan, Vijay, Sharma, Aditya, Nicolaides, Andrew, Kitas, George D., Suri, Jasjit S.
Formato: Artigo
Idioma:Inglês
Publicado em: AME Publishing Company 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7487379/
https://ncbi.nlm.nih.gov/pubmed/32968651
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/cdt.2020.01.07
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