# 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.