Abstract

Chronic diseases such as heart disease, cancer, diabetes, stroke, and arthritis are the leading causes of disability and death in India and throughout the world. As compare to other diseases these types of diseases having high rate of deaths, so there is need of promising solution over chronic diseases. Medical data growth in healthcare communities, accurate analysis of medical data benefit early disease detection, patient care and community services. However, the analysis of patients is depends on accuracy of diagnosis and then treatment as well. The wrong diagnosed patients lead to deaths in chronic type diseases. So the high risk of diagnosis there is need of accurate diagnosis aid for chronic diseases. So we are proposing diagnosis system based on machine learning for giving promising solution with high accuracy. The proposed system consists of many diseases such as lung cancer, brain tumor, heart disease detections and stages predictions. High rate of deaths due to chronic diseases such as heart disease, lung cancer, brain tumor need to develop proper diagnosis system which helps to doctors. The wrong diagnosis leads to human deaths so we need to work on accurate diagnosis of multiple diseases. Many works is already carried out for different diseases but there is not any promising solution found that gives accurate diagnosis for all in one. The proposed system consists of many diseases such as lung cancer, brain tumor, heart disease detections and stages predictions. We are trying to develop system for multi disease detection and stages predictions gives early detection and saves lots of life's by reducing death rate by chronic diseases.