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SMILE: Siamese Multi-scale Interactive-representation LEarning for Hierarchical Diffeomorphic Deformable image registration 期刊论文
发表期刊: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 出版年: 2024, 卷号: 111
作者:  Gao, Xiaoru;  Zheng, Guoyan
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Deformable image registration  Deep learning  Representation learning  Diffeomorphic deformation  
A light-weight rectangular decomposition large kernel convolution network for deformable medical image registration 期刊论文
发表期刊: BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 出版年: 2024, 卷号: 95
作者:  Cao, Yuzhu;  Cao, Weiwei;  Wang, Ziyu;  Yuan, Gang;  Li, Zeyi;  Ni, Xinye;  Zheng, Jian
收藏  |  浏览/下载：37/0  |  提交时间：2024/10/04
Deformable registration  Light-weight network  Large receptive field  Anisotropic rectangular decomposition  Long-range spatial relationships  
MFCTrans: Multi-scale Feature Connection Transformer for Deformable Medical Image Registration 期刊论文
发表期刊: COGNITIVE COMPUTATION. 出版年: 2024, 卷号: 16, 期号: 3, 页码: 1125-1140
作者:  Wang, Longji;  Yan, Zhiyue;  Cao, Wenming;  Ji, Jianhua
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Deformable medical image registration  Multi-scale feature fusion  Channel cross attention  Spatial cross attention  
Pure large kernel convolutional neural network transformer for medical image registration 期刊论文
发表期刊: INTELLIGENT DATA ANALYSIS. 出版年: 2024, 卷号: 28, 期号: 3, 页码: 769-790
作者:  Fang, Zhao;  Cao, Wenming
收藏  |  浏览/下载：8/0  |  提交时间：2024/10/04
Deformable image registration  convolutional neural network  self-attention  unsupervised learning  
TransMatch: A Transformer-Based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration 期刊论文
发表期刊: IEEE TRANSACTIONS ON MEDICAL IMAGING. 出版年: 2024, 卷号: 43, 期号: 1, 页码: 15-27
作者:  Chen, Zeyuan;  Zheng, Yuanjie;  Gee, James C.
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Deformable image registration  feature matching  transformer  dual-stream  multilevel  unsupervised deep learning  brain MRI  
HGCMorph: joint discontinuity-preserving and pose-learning via GNN and capsule networks for deformable medical images registration 期刊论文
发表期刊: PHYSICS IN MEDICINE AND BIOLOGY. 出版年: 2024, 卷号: 69, 期号: 7
作者:  Yan, Zhiyue;  Ji, Jianhua;  Ma, Jia;  Cao, Wenming
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
magnetic resonance imaging  deformable image registration  deep learning  unsupervised  weakly supervised  neural network  
Hierarchical multi-level dynamic hyperparameter deformable image registration with convolutional neural network 期刊论文
发表期刊: PHYSICS IN MEDICINE AND BIOLOGY. 出版年: 2024, 卷号: 69, 期号: 17
作者:  Zhu, Zhenyu;  Li, Qianqian;  Wei, Ying;  Song, Rui
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
regularization hyperparameters  feature statistics  deformable image registration  dynamic convolution  hierarchical multi-level architecture  
GraformerDIR: Graph convolution transformer for deformable image registration 期刊论文
发表期刊: COMPUTERS IN BIOLOGY AND MEDICINE. 出版年: 2022, 卷号: 147
作者:  Yang, Tiejun;  Bai, Xinhao;  Cui, Xiaojuan;  Gong, Yuehong;  Li, Lei
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Deformable image registration  Graph convolution  Transformer  Long-range dependencies  
Multi-strategy mutual learning network for deformable medical image registration 期刊论文
发表期刊: NEUROCOMPUTING. 出版年: 2022, 卷号: 501, 页码: 102-112
作者:  Zheng, Zhiyuan;  Cao, Wenming;  Duan, Ye;  Cao, Guitao;  Lian, Deliang
收藏  |  浏览/下载：6/0  |  提交时间：2024/09/20
Deformable medical image registration  Multiple training strategies  Mutual learning network  
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation 期刊论文
发表期刊: FRONTIERS IN COMPUTATIONAL NEUROSCIENCE. 出版年: 2020, 卷号: 14
作者:  Estienne, Theo;  Lerousseau, Marvin;  Vakalopoulou, Maria;  Andres, Emilie Alvarez;  Battistella, Enzo;  Carre, Alexandre;  Chandra, Siddhartha;  Christodoulidis, Stergios;  Sahasrabudhe, Mihir;  Sun, Roger;  Robert, Charlotte;  Talbot, Hugues;  Paragios, Nikos;  Deutsch, Eric
收藏  |  浏览/下载：10/0  |  提交时间：2020/05/22
brain tumor segmentation  deformable registration  multi-task networks  deep learning  convolutional neural networks