tensorflow / tensorflow/datasets
[data request] LIDC-IDRI
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dataset request
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
- 3h 54m
- Merged PRs (30d)
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Description
- Name of dataset: LIDC-IDRI
- URL of dataset: https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI#cfd1da9b8b494d80a56c0568ae3159dc
- License of dataset: Creative Commons Attribution 3.0 Unported License
- Short description of dataset and use case(s): The Lung Image Database Consortium image collection (LIDC-IDRI) consists of 1018 diagnostic and lung cancer screening thoracic computed tomography (CT) scans with an associated XML file containing the results of radiologist annotation. The dataset can be used to identify all lung nodules within the CT scans.
Folks who would also like to see this dataset in tensorflow/datasets, please thumbs-up so the developers can know which requests to prioritize.
And if you'd like to contribute the dataset (thank you!), see our guide to adding a dataset.
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 with docs/add_dataset.md and review the LIDC-IDRI dataset URL and its license details. Follow the contribution guide for this dataset request; done means the LIDC-IDRI collection and its radiologist annotation metadata are added to tensorflow/datasets in accordance with the guide.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- data
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 45/100