Project-MONAI / Project-MONAI/MONAI
in-memory object readers/writers
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
A generic reader that converts external data representations into monai MetaTensor would make a few use cases easier:
-
monai deploy SDK InMemImageReader
https://github.com/Project-MONAI/monai-deploy-app-sdk/blob/42bec18db83853ee5f2d14f84de12322a908bbe0/monai/deploy/operators/monai_seg_inference_operator.py#L296-L300 -
itk data object <> metatensor bridge
https://github.com/Project-MONAI/MONAI/pull/5897 -
read/write from different types of sources
similarly, a metatensor to external object writer API will help export data representations for better interoperability such as
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 the monai-deploy SDK InMemImageReader reference and the linked MONAI pull request and issues for existing reader/writer expectations. Define the scope for generic external-object to MetaTensor readers and MetaTensor-to-external-object writers, with the cited interoperability use cases serving as the completion criteria.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100