Design of a Web Application for the Detection of Diabetes using Machine Learning

Abstract

Diabetes is a disease that has always had an impact on humanity because of its terrible effects. Machine learning is the method used in this work, which allows us, through its classifiers, to predict upcoming events, in this case, probability of disease. The case study is Lima, Peru, where most cases of diabetes are seen, also using a chat Bot, to represent the doctor in the consultation. The result of this research was the design of this online doctor, which is used for the best care of patients and predicts diabetes, thus helping people who need a consultation. This research was designed for its next development, in order to serve as a starting point for other research with different diseases.