Project-MONAI / Project-MONAI/tutorials
Registration Tutorial for DVF prediction
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- Dominant language
- Jupyter Notebook
- Stars
- 2.5k
- Forks
- 803
- Avg merge
- 6d 22h
- Merged PRs (30d)
- 3
Description
Is your feature request related to a problem? Please describe.
There are three distinct registration networks (UNet, LocalNet, GlobalNet) and two types of prediction (dvf and ddf) supported by MONAI.
The paired_lung_ct demos combines LocalNet and ddf prediction.
It would be great if we could provide some more tutorials with different network (GlobalNet) and prediction types (dvf).
Describe the solution you'd like
Add new tutorials.
Describe alternatives you've considered
N/A
Additional context
N/A
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 existing paired_lung_ct demos and the registration networks and prediction types named in the issue. Done means adding tutorial coverage for GlobalNet with DVF prediction, beyond the existing LocalNet and DDF example.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100