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Article
Diabetes prediction in Pima Indians using ANN and statistical techniques
JP Journal of biostatistics
  • Kuldeep Kumar, Bond University
  • Ping Zhang, Bond University
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

Disciplines
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.
Citation Information
Kuldeep 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/