Diabetes prediction in Pima Indians using ANN and statistical techniquesJP Journal of biostatistics
Date of this Version1-1-2010
Document TypeJournal Article
AbstractDue to the fact that Pima Indian tribe has lived in the same location for an unmitigated number of years, a vast source of information of these people has been gained, which helps researchers for the study of diabetes and possible genetic factors of the disease. In this paper, we use Artificial Neural Network (ANN) and some statistical techniques for the prediction of diabetes. All the prediction models are evaluated with ROC curves.
Citation InformationKuldeep Kumar and Ping Zhang. "Diabetes prediction in Pima Indians using ANN and statistical techniques" JP Journal of biostatistics Vol. 4 Iss. 1 (2010) p. 89 - 96
Available at: http://works.bepress.com/kuldeep_kumar/35/