Smart Health Guidance Using Machine Learning

Abstract: Hospitals are the most widely used means by which a sick person gets medical check-ups, disease diagnosis and treatment recommendation. People consider it as the most reliable means to check their health status. The proposed system is to create an alternative to this conventional method of visiting a hospital and making an appointment with a doctor to get a diagnosis. If one is not very serious and only wants to know about the kind of disease facing, this system is the cure for all ills. Here, the system allows users to share their symptoms and gives the predicted disease with suitable treatment. Once the user enters the symptoms, the data is classified from the dataset and finally the disease will be predicted. After prediction this system also suggests suitable treatment for the disease and also the list of doctors specialized in that field and users can take appointments using this system.

Keywords: Machine Learning, Random Forest Classifier, Django, Data Preprocessing