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# MediSync: Multi-Modal Medical Analysis System
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[](https://huggingface.co/spaces/MediSync)
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## Overview
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MediSync is an AI-powered healthcare solution that combines X-ray image analysis with patient report text processing to provide comprehensive medical insights. This demo showcases how multiple AI models can work together to provide a more complete analysis than either could alone.
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## Features
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- **X-ray Image Analysis**: Detects abnormalities in chest X-rays using pre-trained vision models
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- **Medical Report Processing**: Extracts key information from patient reports using NLP models
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- **Multi-modal Integration**: Combines insights from both image and text data for more accurate diagnosis suggestions
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- **Image Enhancement**: Provides image enhancement options for better visualization
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## How to Use This Space
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1. **Upload an X-ray Image**: Click on the upload field to add your chest X-ray image
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2. **Enter Medical Report Text**: Type or paste the corresponding radiologist's report
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3. **Choose Analysis Type**:
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- **Multimodal Analysis**: Combines both image and text data
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- **Image Analysis**: Focuses only on the X-ray image
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- **Text Analysis**: Extracts key information from the medical report
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## Models Used
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- **X-ray Analysis**: facebook/deit-base-patch16-224-medical-cxr
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- **Medical Text Analysis**: medicalai/ClinicalBERT
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- **Additional Support Models**: Medical entity recognition models
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## Example Inputs
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The app comes with example inputs you can use to test its functionality:
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- Sample chest X-rays with varying conditions
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- Example medical reports with different findings
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## Important Disclaimer
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This system is designed as a support tool and should NOT replace professional medical diagnosis. It is intended for educational and research purposes only. Always consult with healthcare professionals for medical decisions.
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## Technical Details
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MediSync is built with:
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- Gradio for the user interface
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- PyTorch and Transformers for the model backends
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- Advanced visualization utilities for result interpretation
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## Citation & Credits
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If you use MediSync in your research, please cite:
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```
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@software{MediSync2023,
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author = {MediSync Team},
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title = {MediSync: Multi-Modal Medical Analysis System},
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year = {2023},
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url = {https://huggingface.co/spaces/MediSync}
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}
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```
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## License
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This project is released under the MIT License.
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