Desenvolvimento de um sistema para auxílio ao diagnóstico de diabetes empregando redes neurais

Abstract

This paper presents the development of a system whose main function is to assist health professionals in the diagnosis of diabetes, using the learning ability of Artificial Neural Networks. Training of the RNAs was done by Pima Indians database. Neural networks was trained differently where one will be trained to search for normal cases and the second to diagnose diabetes cases where further samples will be tested.