README.md

Radiology Report Training System

A Gradio app for teaching radiology residents and medical students how to read and report chest X-rays. This app uses the MIMIC-CXR dataset and DeepSeek's LLM for report analysis and feedback.

Features

• View chest X-ray images with zoom functionality
• Input findings through typing or dictation
• Compare against ground truth findings and impressions
• Get AI-powered feedback on your report quality
• Hide ground truth for self-testing
• Support for both dataset images and custom uploads

How to Use

1. Enter your DeepSeek API key in the provided input box
2. Click "Load Random Case" to get a new chest X-ray
3. Study the image and write your findings in the input box
4. Click "Submit Report" to get feedback
5. Use the "Hide Ground Truth" checkbox to test yourself

Dataset

This app uses the MIMIC-CXR dataset (limited to 10 cases for this MVP version).

Technical Details

• Built with Gradio
• Uses DeepSeek's LLM for report analysis
• Supports image upload and clipboard paste
• Provides zoom functionality for detailed image examination

Requirements

See requirements.txt for full dependencies.