Diagnosis of diabetes mellitus using artificial neural network and classification and regression tree optimized with genetic algorithm

Diabetes mellitus is one of the most important public health problems affecting millions of people worldwide. An early and accurate diagnosis of diabetes mellitus has critical importance for the medical treatments of patients. In this study, first, artificial neural network (ANN) and classification...

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Veröffentlicht in:	Journal of forecasting 2020-07, Vol.39 (4), p.661-670
Hauptverfasser:	Pekel Özmen, Ebru, Özcan, Tuncay
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms artificial neural network Classification classification and regression tree Diabetes genetic algorithm Genetic algorithms Health problems Medical diagnosis Medical treatment Neural networks Public health
Online-Zugang:	Volltext
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