Project-MONAI / Project-MONAI/model-zoo
Add Coronary Artery Segmentator Model
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 338
- Forks
- 106
- PR merge metrics
- No merged PRs in 30d
Description
We would like to contribute a new model called Corosegmentator which focuses on segmenting the coronary arteries from 3D cardiac CT images. This model can be integrated with digital twin simulation tools to support pre-surgical planning.
3D Segmentation and Inferred Pipeline Cardiovascular Segmentation and Stenosis Detection for Digital Twin Simulation
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segmentation of cardiac chambers using MONAI Auto3DSeg
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Coronary segmentation using nnUNet-based CoroSegmenter model
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post-processing, including conversion of segmentation masks to STL and USD files with rendering parameters for 3D visualization and digital twin simulation.
Users can load the model's exported USD file into omniverse to see a personalized view of the heart and coronary artery.
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
The issue does not name repository files, tests, or an implementation entry point. Start by reviewing the model contribution structure in the repository and identifying how existing MONAI Bundle models are added. Done would require a defined, reviewed integration for coronary segmentation, post-processing, and the described export workflow.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100