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Models to predict cardiovascular risk: comparison of CART, multilayer perceptron and logistic regression.

The estimate of a multivariate risk is now required in guidelines for cardiovascular prevention. Limitations of existing statistical risk models lead to explore machine-learning methods. This study evaluates the implementation and performance of a decision tree (CART) and a multilayer perceptron (ML...

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Detalhes bibliográficos
Main Authors: Colombet, I., Ruelland, A., Chatellier, G., Gueyffier, F., Degoulet, P., Jaulent, M. C.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2000
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2244093/
https://ncbi.nlm.nih.gov/pubmed/11079864
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