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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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05/29/2020
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function
Fully-automatic lung lobe segmentation is challenging due to anatomical ...
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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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09/19/2019
Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor
Convolutional neural networks have not only been applied for classificat...
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12/05/2018