Title

Diabetes prediction in Pima Indians using ANN and statistical techniques

Date of this Version

1-1-2010

Document Type

Journal Article

Publication Details

Interim status: Citation only.

Kumar, K., & Zhang, P. (2010). Diabetes prediction in Pima Indians using ANN and statistical techniques. JP Journal of Biostatistics, 4(1), 89-96.

Access the Journal's homepage.

2010 HERDC submission. FoR Code: 010402, 007141

© Copyright 2010 Pushpa Publishing House

Abstract

Due 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.

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This document has been peer reviewed.