Multimodal AI for Holistic Patient Diagnosis and Prognosis

This project presents a web based rehabilitation support system that helps people during their recovery process using digital tools and artificial intelligence. The system is designed to provide emotional support, lifestyle guidance, real time chat, and community interaction in a single platform. The frontend of the system is developed using React with a simple and user friendly design. The backend is built using Node with Express and MongoDB for secure data storage. Real time communication is handled using socket based messaging for private and group chats. The system also includes separate artificial intelligence services developed using FastAPI. These services provide features such as emotional support, activity suggestions, craving related guidance, sleep assessment, and relapse risk prediction. Users can register, log in, communicate with others, and receive personalized support. Doctors can provide lifestyle recommendations, and patients can track their daily progress. Proper authentication and role based access control ensure secure access for all users. The main goal of this project is to support recovery with the help of technology in a safe and simple way. This system reduces manual effort, improves communication, and provides continuous support to users during their recovery journey.