Project-MONAI / Project-MONAI/model-zoo
In the project "lung_nodule_ct_detection", how should I determine the size of the nodule?
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- Dominant language
- Python
- Stars
- 338
- Forks
- 106
- PR merge metrics
- No merged PRs in 30d
Description
Each nodule has three dimensions: length, width, and height. In the LUNA16_datasplit JSON file, I noticed that the nodule sizes are the same across the three dimensions, but in reality, they are different. Which dimension should I use as the size for training data—the maximum, or the minimum of the three dimensions?
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 inspecting the LUNA16_datasplit JSON and the lung_nodule_ct_detection training-data entry point to understand how the three dimensions are represented and consumed. Done means establishing and documenting an unambiguous size convention for training data, supported by the project’s existing data format.
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Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100