PC-SwinMorph: Patch Representation for Unsupervised Medical Image
Registration and Segmentation

v1v2 (latest)

PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation

10 March 2022

Carola-Bibiane Schönlieb

Angelica I. Aviles-Rivero

ArXiv (abs)PDF HTML

Papers citing "PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation"

15 / 15 papers shown

Title
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration Junyu Chen Yufan He Eric C. Frey Ye Li Yong Du ViT MedIm 82 186 0 13 Apr 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 195 1,619 0 18 Mar 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Meng Ye Mikael Kanski Ke Wang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 89 41 0 04 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 540 3,740 0 24 Feb 2021
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lu Alan Yuille Yuyin Zhou ViT MedIm 100 3,506 0 08 Feb 2021
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 97 206 0 20 Mar 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 216 12,136 0 13 Nov 2019
Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration Lihao Liu Xiaowei Hu Lei Zhu Pheng-Ann Heng 3DPC 3DV MedIm 47 34 0 03 Jul 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 182 2,412 0 13 Jun 2019
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 69 688 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 121 1,582 0 14 Sep 2018
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network B. D. de Vos F. Berendsen M. Viergever Marius Staring Ivana Išgum MedIm 76 443 0 20 Apr 2017
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 73 597 0 31 Mar 2017
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 318 7,401 0 05 Jun 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 355 18,661 0 06 Feb 2015