Diabetes prediction in Pima Indians using ANN and statistical techniques

Kuldeep Kumar, Ping Zhang

Research output: Contribution to journalArticleResearchpeer-review

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.
Original languageEnglish
Pages (from-to)89-96
Number of pages8
JournalJP Journal of Biostatistics
Volume4
Issue number1
Publication statusPublished - 2010

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Medical problems
Neural networks

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Diabetes prediction in Pima Indians using ANN and statistical techniques. / Kumar, Kuldeep; Zhang, Ping.

In: JP Journal of Biostatistics, Vol. 4, No. 1, 2010, p. 89-96.

Research output: Contribution to journalArticleResearchpeer-review

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AB - 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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