README.md

metadata

title: DoseMetrics
emoji: 🏥
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: cc-by-nc-sa-4.0

DoseMetrics - Radiotherapy Dose Analysis

A Streamlit application for analyzing radiotherapy dose distributions and creating interactive visualizations for radiation therapy treatment planning.

Features

• Instructions: Get started with comprehensive usage guidelines and examples
• Dosimetric Analysis: Comprehensive dose analysis with DVH calculations, dose statistics, and interactive visualizations
• Geometric Comparison: Analyze geometric differences between structure sets including dice coefficient, Hausdorff distance, and volume overlaps
• Gamma Analysis: Perform gamma analysis to compare dose distributions between reference and evaluated plans
• Compliance Checking: Evaluate treatment plans against clinical constraints and dose limits

Usage

1. Select a task from the sidebar
2. Upload your dose distribution (.nii.gz format) and structure masks
3. View and download the analysis results

Note: This app requires you to upload your own medical imaging data. No sample data files are included in the Space due to file size restrictions.

Data Format

The app expects:

• Dose files: NIfTI format (.nii.gz)
• Structure masks: NIfTI format (.nii.gz)

About

DoseMetrics provides tools for medical physicists and radiation oncologists to analyze treatment plans, including:

• Dose-volume histogram (DVH) calculation
• Treatment plan quality metrics (conformity indices, homogeneity indices)
• Compliance checking against clinical constraints
• Geometric analysis of structures
• Interactive visualizations

For more information, visit the GitHub repository.

Citation

If you use DoseMetrics in your research, please cite:

@software{dosemetrics,
  author = {Kamath, Amith},
  title = {DoseMetrics: Tools for Radiotherapy Dose Analysis},
  year = {2024},
  url = {https://github.com/contouraid/dosemetrics}
}

License

This project is licensed under CC BY-NC-SA 4.0. See the LICENSE file for details.