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03/14/2023
Sliding at first order: Higher-order momentum distributions for discontinuous image registration
In this paper, we propose a new approach to deformable image registratio...
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10/28/2022
cRedAnno+: Annotation Exploitation in Self-Explanatory Lung Nodule Diagnosis
Recently, attempts have been made to reduce annotation requirements in f...
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06/27/2022
Reducing Annotation Need in Self-Explanatory Models for Lung Nodule Diagnosis
Feature-based self-explanatory methods explain their classification in t...
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12/28/2021
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers
Federated learning frameworks typically require collaborators to share t...
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03/30/2021
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study
Despite current advancement in the field of biomedical image processing,...
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06/11/2020
CoMIR: Contrastive Multimodal Image Representation for Registration
We propose contrastive coding to learn shared, dense image representatio...
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10/23/2019