Project-MONAI / Project-MONAI/MONAI
built-in option of `FromMetaTensor` in LoadImage?
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Description
Is your feature request related to a problem? Please describe.
for backward compatibility, it might be useful to consider an option of as_dict=True to enable FromMetaTensor as part of the LoadImage transform.
Currently we have a similar design of the ensure_channel_first flag for EnsureChannelFirst
https://github.com/Project-MONAI/MONAI/blob/7a5de8b7b9db101a431e70ae2aa8ea7ebb8dfffe/monai/transforms/io/array.py#L262-L263
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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.
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Research direction
Start in monai/transforms/io/array.py near the existing ensure_channel_first option and review how LoadImage and FromMetaTensor are currently defined. Check the related transform tests, then verify that the proposed as_dict option enables FromMetaTensor through LoadImage while preserving backward compatibility.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100