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Application of support vector machine modeling for prediction of common diseases: the case of diabetes and pre-diabetes

BACKGROUND: We present a potentially useful alternative approach based on support vector machine (SVM) techniques to classify persons with and without common diseases. We illustrate the method to detect persons with diabetes and pre-diabetes in a cross-sectional representative sample of the U.S. pop...

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Détails bibliographiques
Auteurs principaux: Yu, Wei, Liu, Tiebin, Valdez, Rodolfo, Gwinn, Marta, Khoury, Muin J
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2010
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC2850872/
https://ncbi.nlm.nih.gov/pubmed/20307319
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1472-6947-10-16
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