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



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



Zhenlin Xu , Deyi Liu , Junlin Yang , Marc Niethammer


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Anatomical Data Augmentation via Fluid-based Image Registration



Zhengyang Shen , Zhenlin Xu , Sahin Olut , Marc Niethammer

* MICCAI 2020 

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



Zhenlin Xu , Marc Niethammer


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Networks for Joint Affine and Non-parametric Image Registration



Zhengyang Shen , Xu Han , Zhenlin Xu , Marc Niethammer

* Accepted to CVPR 2019 

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