🧠 Human Disease Prediction System using Machine Learning

A comprehensive AI-powered health application built using Flask, integrating multiple disease prediction modules, a symptom checker, stress analyzer, chatbot assistant, and wellness features like YouTube health tips and News API-powered Medibase.

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🚀 Features

• 🔬 Predicts the likelihood of multiple diseases:
  • Alzheimer’s
  • Diabetes
  • Heart Disease
  • Liver Disease
  • Parkinson’s
  • Stroke
  • Anemia
  • Asthma
  • PCOS
  • Skin Disease Detection
• 🩺 Symptom Checker – Get instant disease suggestions based on entered symptoms.
• 😰 Stress Checker – Analyze your stress levels and receive personalized suggestions.
• 🤖 AI Chatbot – Ask questions and get health-related advice.
• 📺 YouTube Health Tips – Fetches latest health-related videos using YouTube API.
• 📰 Medibase – Displays trending health news using NewsAPI.
• 📄 Report Scanner – Analyze and extract information from medical reports (OCR).
• 📚 Credit page listing all acknowledgments.

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🛠️ Tech Stack

• Backend: Python, Flask
• ML Models: Trained with Scikit-learn / TensorFlow / Keras
• Frontend: HTML, CSS, Bootstrap (Jinja templates)
• APIs:
  • YouTube Data API
  • NewsAPI
• Others: Pandas, Joblib, OpenCV, Tesseract OCR

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🔐 API Key Setup

Store your API keys in a .env file (do not commit this file):

YOUTUBE_API_KEY=your_youtube_api_key
NEWS_API_KEY=your_news_api_key