Early Life Style Disease Prediction, Brain Tumor Detection with Chatbot and Doctor Appointment Booking

Healthcare is an important part of our lives that needs constant attention and care. The rate of diseases is increasing at a fast pace, having a great impact on overall health. Most diseases spread when people go to clinics for regular check-ups or for medical consultation. The existing healthcare system mostly depends on statistical models that explain only certain diseases, so they are not useful for diagnosing several diseases. Moreover, patients have to go to various websites to schedule doctor appointments or obtain medical information. In response to these problems, our system presents a wide web application with the aim of enhancing life care through early detection of disease, medical support, and convenient healthcare access. Our platform uses ML algorithms, such as Gradient Boosting and Random Forest Classifier, user-provide symptoms and estimate possible diseases. This method improves early diagnosis based on symptoms as inputs, suggesting personalized advice like medication, descriptions, precautions, exercises, and dietary recommendations to users. In addition, we present a brain tumor detection system, which scans brain images to detect whether tumors exist or Glioma, Meningioma, Pituitary Tumors, and No Tumors. Other features include an in-built doctor appointment scheduling system, where patients can book consultations with ease, and an AI chatbot, which has been trained to respond to diet and disease-related questions. The app is a one-stop healthcare solution, minimizing the use of several platforms and providing users with timely medical advice, thereby enhancing overall life care and well-being.