Diabetic or silent killer diseases are an alarming scourge for the world and classed as serious diseases. In Indonesia, increase in diabetics occurred by 2% vulnerable times between 2013 to 2018. This affects all sectors, both medical services financial sector. The Neural Network method a data mining algorithm is present overcome burden that arises early detection analysis of onset disease. How...

The correlation between delta differences for 20 serum chemistry tests was calculated for 2400 samples from 288 patients. There were 12 pairs of chemistry tests for which correlation coefficients of the delta checks exceeded 0.25; aspartate aminotransferase and alanine aminotransferase had the highest Pearson correlation coefficient, 0.915. The highest negative, indirect, correlation was betwee...

Correlation-based multidimensional scaling is proposed for reconstructing pairwise dissimilarity or score relationships in a Euclidean space. Pearson correlation between pairs of objects in source and target space can be directly maximized by gradient methods, while gradient optimization of Spearman rank correlation profits from a numerically soft formulation introduced in this work. Scale and ...