Personalized Medical Recommendation System

An AI-powered health assistant that helps users identify potential diseases based on symptoms and provides personalized recommendations for medications, diet, workouts, and precautions.

🚀 Features

• Symptom-Based Disease Prediction - Input symptoms to get instant disease predictions
• Voice Recognition Support - Describe symptoms using voice input (mic-enabled devices)
• Personalized Recommendations - Get suggestions for:
  • Top 5 medications
  • Precautionary measures
  • Diet plans
  • Workout routines
• Web Interface - User-friendly Flask web application
• Privacy Focused - User data is processed locally and securely

🛠️ Installation & Setup

1. Prerequisites

• Python 3.8 or higher
• pip (Python package manager)

2. Clone & Setup

# Clone repository
git clone https://github.com/bmo1177/medsrecommendation.git
cd medsrecommendation

# Create virtual environment (Recommended)
python -m venv venv

# Activate virtual environment
# Windows:
venv\Scripts\activate
# macOS/Linux:
source venv/bin/activate

# Install dependencies
pip install -r requirements.txt

3. Required Files

Ensure these files are in your project directory:

• model.pkl - Trained machine learning model
• symptom_df.txt - List of recognized symptoms
• medications.csv - Medication database
• diets.csv - Diet recommendations
• test.txt - Sample symptoms for testing

4. Run Application

python main.py

Then open your browser to: http://127.0.0.1:5000

📁 Project Structure

medsrecommendation/
├── main.py                 # Main application
├── model.pkl              # Trained ML model
├── symptom_df.txt         # Symptom database
├── medications.csv        # Medication data
├── diets.csv             # Diet recommendations
├── requirements.txt       # Dependencies
└── test.txt              # Sample symptoms

🧪 Testing

Use test.txt with sample symptoms:

fatigue, weight_loss, restlessness, lethargy
fever, cough, headache, body_pain

👥 Developers

Educational project Only.

⚠️ Important Disclaimer

Warning: This system is for educational purposes only. Not intended to replace professional medical advice. Always consult healthcare providers for medical decisions.

📄 License

Academic project