Project-MONAI / Project-MONAI/MONAI

adding SegFormer3D to the MONAI list of architectures

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#7,689 3 comments 2 reactions 0 assignees View on GitHub

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enhancement Feature request
Dominant language
Python
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Forks
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Avg merge
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Merged PRs (30d)
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Description

I am one of the main authors and developers of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation and here is our official repository. I am interested in adding this architecture which has been successfully tested on three widely adopted medical image data (such as BraTs, Synapse and ACDC). How can I start adding this architecture to your listing ? Thanks

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Review the official SegFormer3D repository and the MONAI architecture listing to determine the required contribution path. Confirm what MONAI files or documentation define the listing, then establish the requested addition and its acceptance criteria before making changes.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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