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Add ICON, GradICON, and ConstrICON. Work in Progress #361
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Add ICON, GradICON, and ConstrICON. Work in Progress #361
HastingsGreer
wants to merge
15
commits into
Project-MONAI:main
from
HastingsGreer:ICON-pull-request
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Next step: bring in uniGradICON pretrained weights |
Signed-off-by: HastingsGreer <[email protected]>
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Description:
This pull request adds monai based implementations of the following papers:
Inverse Consistency by Construction for Multistep Deep Registration.
Hastings Greer, Lin Tian, Francois-Xavier Vialard, Roland Kwitt, Sylvain Bouix, Raul San Jose Estepar, Richard Rushmore, and Marc Niethammer
MICCAI 2023 https://arxiv.org/abs/2305.00087
ICON: Learning Regular Maps through Inverse Consistency.
Hastings Greer, Roland Kwitt, Francois-Xavier Vialard, Marc Niethammer.
ICCV 2021 https://arxiv.org/abs/2105.04459
GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency.
Lin Tian, Hastings Greer, Francois-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Marc Niethammer.
CVPR 2023 https://arxiv.org/abs/2206.05897
Not ready to merge:
One test is not passing
Pretrained weights for "Inverse Consistency by Construction for Multistep Deep Registration" are missing.
Types of changes:
Non-breaking change (fix or new feature that would not break existing functionality).