Multilevel Fuzzy Inference System for Estimating Risk of Type 2 Diabetes
Jelena Tašić,
Zsófia Nagy-Perjési,
Márta Takács
Abstract:In this paper, we present a multilevel fuzzy inference model for predicting the risk of type 2 diabetes. We have designed a system for predicting this risk by taking into account various factors such as physical, behavioral, and environmental parameters related to the investigated patient and thus facilitate experts to diagnose the risk of diabetes. The important risk parameters of type 2 diabetes are identified based on the literature and the recommendations of experts. The parameters are scaled and fuzzified… Show more
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