Project-MONAI/research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

Python

1,225

277 commits

updated Oct 6, 2025

See the code

README

MONAI Research Contributions is a platform built to showcase cutting-edge research utilizing MONAI. This enables the community to see MONAI “in action” and researchers to gain visibility for their MONAI-based work. The repository is regularly reviewed and selected contributions that have demonstrated their popularity or relevance can be integrated into MONAI components in a second step. Contributions are welcome! Simply follow the contribution guidelines stated below and file a pull request.

Contribution Guidelines:

  1. Contributions are required to be published and have successfully undergone peer-review (If the contributing person is not the author of the work, no approval from the authors of the paper is required, but the contribution needs to be clearly labeled as a “Third-party contribution”).

  2. The implementation is required to feature MONAI components to a substantial extent.

  3. The implementation is required to include a boilerplate shell script (to be published) allowing code-reviewers to execute the code and reproduce the paper’s results with one click.

  4. Under the hood, code quality does not have to match standards of the MONAI main repository, as the Research Contribution repository aims at a fast track for code change proposals and demonstrating cutting-edge research ideas.

  5. New contributions will be given a MONAI version tag (visible in the associated Readme) according to the utilized version of MONAI. This avoids the need to maintain compatibility of contributions for following MONAI releases.

monai
monai-components
paper

Contributors

Jianningli

61 commits

wyli

42 commits

dongyang0122

32 commits

ahatamiz

24 commits

Project-MONAI/research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

Python

1,225

277 commits

updated Oct 6, 2025

See the code

README

MONAI Research Contributions is a platform built to showcase cutting-edge research utilizing MONAI. This enables the community to see MONAI “in action” and researchers to gain visibility for their MONAI-based work. The repository is regularly reviewed and selected contributions that have demonstrated their popularity or relevance can be integrated into MONAI components in a second step. Contributions are welcome! Simply follow the contribution guidelines stated below and file a pull request.

Contribution Guidelines:

  1. Contributions are required to be published and have successfully undergone peer-review (If the contributing person is not the author of the work, no approval from the authors of the paper is required, but the contribution needs to be clearly labeled as a “Third-party contribution”).

  2. The implementation is required to feature MONAI components to a substantial extent.

  3. The implementation is required to include a boilerplate shell script (to be published) allowing code-reviewers to execute the code and reproduce the paper’s results with one click.

  4. Under the hood, code quality does not have to match standards of the MONAI main repository, as the Research Contribution repository aims at a fast track for code change proposals and demonstrating cutting-edge research ideas.

  5. New contributions will be given a MONAI version tag (visible in the associated Readme) according to the utilized version of MONAI. This avoids the need to maintain compatibility of contributions for following MONAI releases.

monai
monai-components
paper

Contributors

Jianningli

61 commits

wyli

42 commits

dongyang0122

32 commits

ahatamiz

24 commits

Languages

Python

76.9%

Jupyter Notebook

21.1%

Shell

2.0%