Diabetes Data Analysis and Prediction Model Discovery Using RapidMiner

In this article, the authors proposed the method of medical diagnosis in gestational diabetes mellitus GDM in the initial stages of pregnancy to facilitate diagnoses and prevent the affection. Nowadays, in industrial modern world with changing lifestyle ...

Diabetes Mellitus is fast becoming an endemic in the world, especially in developing countries. An efficient prediction methodology is needed to diagnose the diabetes disease, which can be helpful for health care professionals. Data mining techniques ...

Objective: This paper studies a problem of efficiently discovering risk patterns in medical data. Risk patterns are defined by a statistical metric, relative risk, which has been widely used in epidemiological research. Methods: To avoid fruitless ...