Project-MONAI / Project-MONAI/MONAI
Add U-Mamba to MONAI's network architectures
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Contribution wanted
Feature request
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
Adding U-Mamba to the list of MONAI's network architectures available (https://github.com/bowang-lab/U-Mamba.git) and a tutorial similar to the one provided for nnUNet - DynUNet Pipeline.
Suggested Solution:
Adapt the DynUNet tutorial pipeline to support building the U-Mamba model for a given patch-size.
Thank you!
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing MONAI's existing nnUNet–DynUNet Pipeline tutorial and the linked U-Mamba repository to understand the expected architecture integration. Done means U-Mamba is available among MONAI's network architectures and an adapted tutorial can build it for a specified patch size.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100