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A Deep Network for Joint Registration and Reconstruction of Images with Pathologies


Aug 17, 2020
Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer


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Robust and Generalizable Visual Representation Learning via Random Convolutions


Jul 25, 2020
Zhenlin Xu, Deyi Liu, Junlin Yang, Marc Niethammer


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Anatomical Data Augmentation via Fluid-based Image Registration


Jul 05, 2020
Zhengyang Shen, Zhenlin Xu, Sahin Olut, Marc Niethammer

* MICCAI 2020 

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DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation


Apr 17, 2019
Zhenlin Xu, Marc Niethammer


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Networks for Joint Affine and Non-parametric Image Registration


Mar 21, 2019
Zhengyang Shen, Xu Han, Zhenlin Xu, Marc Niethammer

* Accepted to CVPR 2019 

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