Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods

Abstract

OBJECTIVE Diabetic nephropathy is damage to the kidney caused by diabetes mellitus. It is a common complication and a leading cause of death in people with diabetes. However, the decline in kidney function varies considerably between patients and the determinants of diabetic nephropathy have not been clearly identified. Therefore, it is very difficult to… (More)
DOI: 10.1016/j.artmed.2007.09.005

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