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Add MedNeXt model architectures within MONAI #7786
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Hi @surajpaib, welcome to the contribution, and if you like you can also add a bundle with your benchmark result into the model zoo repo and tutorial in the tutorial repo! Thanks! |
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Is your feature request related to a problem? Please describe.
There seems to be some demand for ConvNeXt based architectures #4798 implemented in MONAI. Having a ConvNeXt-based segmentation model could be quite useful as it seems to perform very convincingly, based on results from this paper https://arxiv.org/abs/2404.09556
Describe the solution you'd like
Provide an implementation of the MedNeXt model architecture in MONAI
Additional context
I've implemented and benchmarked an implementation of
MedNeXt
, heavily based on code (https://github.com/MIC-DKFZ/MedNeXt) from the original authors. This implementation has support for dynamic configuration of blocks and follows an API very similar toSegResNetDS
and was benchmarked through MONAI bundle config.Happy to contribute this to MONAI (with the proper source attribution) if there is interest.
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