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ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration


Apr 13, 2021
Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du


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DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation


Mar 29, 2021
Yufan He, Dong Yang, Holger Roth, Can Zhao, Daguang Xu

* CVPR2021 oral 

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Information-based Disentangled Representation Learning for Unsupervised MR Harmonization


Mar 24, 2021
Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince

* Accepted in the 27th International Conference on Information Processing in Medical Imaging (IPMI 2021) 

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Self domain adapted network


Jul 07, 2020
Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince

* early accept in miccai2020 

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Validating uncertainty in medical image translation


Feb 11, 2020
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass

* IEEE ISBI 2020 

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Finding novelty with uncertainty


Feb 11, 2020
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass

* SPIE Medical Imaging 2020 

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Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks


Mar 14, 2018
Yufan He, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince


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3D Automatic Segmentation Method for Retinal Optical Coherence Tomography Volume Data Using Boundary Surface Enhancement


Aug 05, 2015
Yankui Sun, Tian Zhang, Yue Zhao, Yufan He

* 27 pages, 19 figures 

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