Background: Diabetes mellitus (DM), primary or idiopathic, is a chronic disorder of the carbohydrate, lipid and protein metabolism, characterized through hyperglycemia and glycosuria. DM can involve male reproductive function at many levels. Vitamin C ( ascorbic acid) is one of necessary elements in human and mammalian diet that is very important in fertility. Vitamin C prevent from gamets dama...

Feature selection plays an important role in data mining and pattern recognition, especially in the case of large scale data. Feature selection is done due to large amount of noise and irrelevant features in the original data set. Hence, the efficiency of learning algorithms will increase incredibly if these irrelevant data are removed by this procedure. A novel approach for feature selection i...

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This paper presents an intelligent expert based system neural network for the diagnosis of Type 2 diabetes patients, given the variable, NPGNumber of times pregnant, PGL-Plasma Glucose concentration a 2 hours in an oral glucose tolerance test, DIA-Diastolic blood pressure(mmHg),TSF-Triceps skin fold thickness (mm), INS-2-Hour serum insulin (mu U/ml), BMI-Body mass index (weight in kg/(height in...