Donlagon007/breast_exam_expert1

⚕️ Radiology Chatbot - Breast Exam Expert

An AI-powered radiology assistant specializing in breast imaging analysis. This application helps doctors and radiologists understand mammography examination histories using natural language queries.

Features

• —🔍 Natural language queries in English and Chinese
• —📊 DICOM image visualization with automatic labeling (R-CC, L-CC, R-MLO, L-MLO)
• —📄 Automatic Swedish medical report translation and summarization
• —🤖 GPT-4 powered intelligent Q&A about diagnoses, findings, and disease progression
• —📅 Timeline-based examination history tracking

Usage

1. 1.Enter your OpenAI API key in the sidebar
2. 2.Ask questions naturally, e.g.:
3. 3."Show me case 2458"
4. 4."When was the diagnosis made?"
5. 5."Display images from 2019"
6. 6."顯示2458的歷次檢查日期"

Configuration

This app requires an OpenAI API key to function. Users must provide their own API key through the sidebar interface.

Data Structure

The app expects medical data organized in the following structure:

case_data/
  ├── [CASE_ID]_description/
  │   ├── DICOM/
  │   │   └── [exam folders with DICOM files]
  │   └── REPORTS/
  │       └── [RTF report files]

Privacy & Security

• —API keys are stored only in the session state (not persisted)
• —Medical data remains on the server
• —No data is sent to external services except OpenAI API for analysis