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README.md
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title: MedGemma
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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license:
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short_description: ' MedGemma Symptom Analyzer'
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---
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title: MedGemma Symptom Analyzer
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emoji: 🏥
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colorFrom: blue
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colorTo: green
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sdk: gradio
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sdk_version: 4.44.0
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app_file: app.py
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pinned: false
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license: apache-2.0
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---
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# MedGemma Symptom Analyzer 🏥
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An AI-powered symptom analysis tool built with Google's MedGemma model and Gradio. This application provides preliminary medical insights based on symptom descriptions.
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## Features
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- **Symptom Analysis**: Enter symptoms and get AI-powered medical insights
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- **Differential Diagnosis**: Possible conditions based on presented symptoms
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- **Medical Recommendations**: Next steps and when to seek immediate care
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- **Interactive Interface**: User-friendly Gradio web interface
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- **Example Symptoms**: Pre-built examples to try the system
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## How to Use
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1. **Enter Symptoms**: Describe your symptoms in the text area
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2. **Adjust Settings**: Use the temperature slider to control response creativity
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3. **Analyze**: Click "Analyze Symptoms" to get medical insights
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4. **Review Results**: Read the AI-generated analysis and recommendations
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## Important Disclaimers
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⚠️ **This tool is for educational purposes only and should not replace professional medical advice.**
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- Always consult with healthcare professionals for medical concerns
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- Seek immediate medical attention for severe or emergency symptoms
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- The AI may not always provide accurate medical information
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- This is not a substitute for proper medical diagnosis
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## Model Information
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This application uses Google's **MedGemma-2B** model, specifically fine-tuned for medical applications. The model is optimized with:
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- 4-bit quantization for efficient inference
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- Automatic device mapping for optimal performance
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- Temperature-controlled generation for balanced responses
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## Technical Details
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- **Framework**: Gradio for the web interface
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- **Model**: google/medgemma-2b via Hugging Face Transformers
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- **Optimization**: BitsAndBytesConfig for memory efficiency
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- **Hardware**: GPU-accelerated inference when available
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## Local Development
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To run this locally:
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```bash
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pip install -r requirements.txt
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python app.py
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```
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## License
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This project is licensed under the Apache License 2.0.
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## Acknowledgments
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- Google for the MedGemma model
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- Hugging Face for the Transformers library
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- Gradio team for the interface framework
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