Web Application for Diabetes Prediction System

Abstract

Diabetes is a metabolic disorder that affects millions of people throughout the world. Every year, the rate of occurrence rises drastically. Diabetes-related problems in several important organs of the body can be lethal if left untreated. Diabetes must be detected early in order to receive proper treatment, which can prevent the condition from escalating to severe problems. In this project, we are working on ML based web application which will detect whether patient is diabetic or not. Here, we are trying to build a website for medical lab which will inform patient whether they are diabetic or not on a website. This will make process paperless and faster. When a lab manager fills information about patient's blood, the website will detect and tell the patient whether he/she is diabetic or not. For this project, we are using logistics regression which is very well-known Machine learning algorithm for the detection of diabetes. For website development, we are using Django which is great python ore. By using this platform, likeminded people can connect and work together to solve the problem.