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12/08/2021
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
To date few studies have comprehensively compared medical image registra...
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11/29/2020
Constraining Volume Change in Learned Image Registration for Lung CTs
Deep-learning-based registration methods emerged as a fast alternative t...
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01/10/2020
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition
Low-rank and sparse decompositions and robust PCA (RPCA) are highly succ...
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09/22/2019
mlVIRNET: Multilevel Variational Image Registration Network
We present a novel multilevel approach for deep learning based image reg...
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07/23/2019
Variational Registration of Multiple Images with the SVD based SqN Distance Measure
Image registration, especially the quantification of image similarity, i...
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03/28/2019
Robust, fast and accurate: a 3-step method for automatic histological image registration
We present a 3-step registration pipeline for differently stained histol...
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12/05/2018
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking
While deep learning has achieved significant advances in accuracy for me...
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07/02/2018