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| # Medical Document Processing Space | |
| This Hugging Face Space provides an AI-powered medical document processing system that can: | |
| - Extract text from various medical documents (PDFs, images) | |
| - Transcribe medical audio recordings | |
| - Scrub PHI (Protected Health Information) | |
| - Extract medical data and generate summaries | |
| - Process medical reports and clinical notes | |
| ## Features | |
| - **Document Processing**: Handles PDFs, images, and audio files | |
| - **PHI Scrubbing**: Automatically removes sensitive health information | |
| - **Medical Data Extraction**: Extracts key medical information using MedAlpaca | |
| - **Summarization**: Generates concise summaries of medical documents | |
| - **Audio Transcription**: Transcribes medical audio using Whisper | |
| ## Usage | |
| 1. Upload your medical document (PDF, image, or audio file) | |
| 2. Select the processing options you need | |
| 3. Get the processed results with extracted information and summaries | |
| ## Technical Details | |
| - Built with Flask and modern AI models | |
| - Uses Hugging Face's infrastructure for model hosting | |
| - Implements secure file handling and processing | |
| - Optimized for medical document processing | |
| ## Model Information | |
| - Text Generation: MedAlpaca-13B | |
| - Summarization: BART-large-CNN | |
| - Speech-to-Text: Whisper Base | |
| - Text Extraction: Custom OCR pipeline | |
| ## Limitations | |
| - Maximum file size: 16GB | |
| - Processing time may vary based on document size and complexity | |
| - Some features may require specific file formats | |
| ## Privacy | |
| All processing is done securely within the Hugging Face Space environment. No data is stored permanently. | |