Investigation of Neural and Fuzzy Neural Networks for Diagnosis of Endogenous Intoxication Syndrome in Patients with Chronic Renal Failure

摘要

The paper compares the use of neural network and neuro-fuzzy approaches in diagnosis of endogenous intoxication syndrome. The comparison was carried out on real patient data. Data preprocessing, neural network design and experiments are reported. A fuzzy neural network and results of experiments with it are presented. The advantages of fuzzy neural network are shown.