AI Medical Diagnosis & Health Recommendation System

An AI-powered health recommendation system delivering personalized diet plans, fitness tracking, mental health support, and disease risk prediction through advanced machine learning models and AI-driven interactions. Built with Streamlit for an interactive web experience.

✨ Features

• ✅ Disease Prediction: ML-powered health risk assessment (e.g., heart disease via XGBoost).
• ✅ Personalized Diet Plans: Tailored nutrition recommendations.
• ✅ Fitness Tracking: Monitor daily activity and progress.
• ✅ Mental Health Support: Stress management and mindfulness tools.
• ✅ AI Chatbot & Voice Assistant: Interactive health assistance.

🔧 Tech Stack

• Python, Streamlit – Web application framework
• XGBoost, Scikit-learn – Disease prediction models
• Pandas, NumPy – Data processing
• NLTK, Transformers – AI chatbot and NLP

💡 Future Enhancements

• Add predictions for diabetes, hypertension, and more.
• Integrate with wearable devices.
• Real-time AI-powered recommendations.

🚀 How to Use

git clone https://github.com/SaptarshiMondal123/AI-Medical-Diagnosis-System.git
cd AI-Medical-Diagnosis-System
pip install -r requirements.txt
streamlit run app.py