Upload README.md

README.md

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+# MediSync: Multi-Modal Medical Analysis System
+
+MediSync is an AI-powered healthcare solution that combines X-ray image analysis with patient report text processing to provide comprehensive medical insights.
+
+## Features
+
+- **X-ray Image Analysis**: Detects abnormalities in chest X-rays using pre-trained vision models from Hugging Face.
+- **Medical Report Processing**: Extracts key information from patient reports using NLP models.
+- **Multi-modal Integration**: Combines insights from both image and text data for more accurate diagnosis suggestions.
+- **User-friendly Interface**: Simple web interface for uploading images and reports.
+
+## Project Structure
+
+```
+mediSync/
+├── app.py                    # Main application with Gradio interface
+├── models/
+│   ├── image_analyzer.py     # X-ray image analysis module
+│   ├── text_analyzer.py      # Medical report text analysis module
+│   └── multimodal_fusion.py  # Fusion of image and text insights
+├── utils/
+│   ├── preprocessing.py      # Data preprocessing utilities
+│   └── visualization.py      # Result visualization utilities
+├── data/
+│   └── sample/               # Sample data for testing
+└── tests/                    # Unit tests
+```
+
+## Setup Instructions
+
+1. Clone this repository:
+```bash
+git clone [repository-url]
+cd MediSync
+```
+
+2. Install dependencies:
+```bash
+pip install -r requirements.txt
+```
+
+3. Run the application:
+```bash
+python app.py
+```
+
+4. Access the web interface at `http://localhost:7860`
+
+## Models Used
+
+- **X-ray Analysis**: facebook/deit-base-patch16-224-medical-cxr
+- **Medical Text Analysis**: medicalai/ClinicalBERT
+- **Additional Support Models**: Medical question answering and entity recognition models
+
+## Use Cases
+
+- Preliminary screening of chest X-rays
+- Cross-validation of radiologist reports
+- Educational tool for medical students
+- Research tool for studying correlation between visual findings and written reports
+
+## Note
+
+This system is designed as a support tool and should not replace professional medical diagnosis. Always consult with healthcare professionals for medical decisions.