Neuro-Computer Based Mathematical Analysis In Medical Diagnostics

Abstract

The paper aims at a clinical study of actual patients acquiring DIABETES MELLITUS forming a mathematical model, both by hereditary factors as well as by phenotypic characteristics. Data have been collected from about 768 Indian Origin females who were tested for the presence of diabetes mellitus of which 268 were found to be positive. The eight major factors, which were significant for the cause of diabetes were: PRG (No of times pregnant), PLASMA (Plasma glucose concentration in Salvia), BP (Diastolic blood pressure), THICK (Forceps skin fold thickness), INSULIN (Two hours serum insulin), Body (Body mass index (weight/height), PEDIGREE (Diabetes pedigree function), AGE (in years), RESPONSE (1 : Diabetic 0 : Non Diabetic).The interdependence of each of these factors and the hereditary nature of the disease were mathematically analyzed and the conclusions can create awareness about this pancreatic disorder, which is becoming a great threat to mankind.