vinbigdata-medical/vindr-lab

A Data Platform for Medical AI that enables building high-quality datasets and algorithms with lean process and advanced annotation features.

Live Demo (username-password: demo-demo) Documentations

About

VinDr Lab is an open-source platform for medical image annotation. It has been developed to remove the ground-truth barrier AI teams met to build meaningful medical AI applications. VinDr Lab provides a high-level web interface equipped with advanced annotation tools and project management features.

Features

The following features have been implemented:

• Manage full medical data cycle at they study level
• Track project progress and status of each task
• Create and share label groups
• Organize labels by order and hierarchy
• Annotation tools: Bounding box, Polygon, Brush, Notes, Comments
• Control versions of exported labels

This project is still in active development, so some options may not be fully implemented yet.

Future features

• Annotation in MPR view
• AI itergration

You can read more about the platform on vindr.ai/vindr-lab.

What’s here

This repo is the “master” repo for all VinDr Lab-related projects. It hosts the documentation and other misc. resources for VinDr Lab. Code for other projects, like backend and frontend, is hosted in other repositories.

Project Index

All VinDr Lab projects and repositories underneath the VinBigdata Medical GitHub organization are listed here. To learn more about each project, see the README in each repository.

Note: Another way to find all VinDrLab-related repositories is to go to Vinbigdata Medical GitHub main page and enter the search term “vindr-lab”, like here.

Documentation

Project documentation is hosted on our Github page. We are hoping to establish a more user-friendly version soon.

Contributing

For quick questions, there’s no need to open an issue as you can reach us on Gitter.

If you’re an experienced dev and interested in contributing to VinDr Lab:

• Please read our Contribution Guidelines for details on what and how you can contribute.
• Check out our Development Project Board for Product Roadmap (coming soon).
• Look for tasks under the Issues tab in each repo.
• Join our Gitter channel.

Acknowledgement

To acknowledge VinDr Lab in an academic publication, please cite

@misc{VinDr Lab,
  author =       {Nghia T. Nguyen, Phuc T. Truong, Van A. Ho, Trung V. Nguyen, Hieu T. Pham, Mi T. Nguyen, Long T. Dam, Ha Q. Nguyen},
  title =        {{VinDr Lab: Data Platform for Medical AI}},
  howpublished = {\url{https://github.com/vinbigdata-medical/vindr-lab}},
  year =         {2021}
}

Note: If you use or find this repository helpful, please take the time to star this repository on Github. This is an easy way for us to assess the adoption and it can help us obtain future funding for the project.

This work is supported primarily by Vingroup Big Data Institute

Team members

License

MIT License