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RClaNet: An Explainable Alzheimer's Disease Diagnosis Framework by Joint Registration and Classification 期刊论文
发表期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 出版年: 2024, 卷号: 28, 期号: 4, 页码: 2338-2349
作者:  Wu, Liang;  Hu, Shunbo;  Wang, Duanwei;  Liu, Changchun;  Wang, Li
收藏  |  浏览/下载:19/0  |  提交时间:2024/10/04
Diseases  Deformation  Image registration  Medical diagnostic imaging  Magnetic resonance imaging  Atrophy  Deep learning  Alzheimer's disease  registration  classification  atrophy  deep learning  
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:18/0  |  提交时间:2024/10/04
Deformable medical image registration  Multi-scale feature fusion  Channel cross attention  Spatial cross attention  
Nonlinear Registration of Brain Magnetic Resonance Images with Cross Constraints of Intensity and Structure 期刊论文
发表期刊: CMC-COMPUTERS MATERIALS & CONTINUA. 出版年: 2024, 卷号: 79, 期号: 2, 页码: 2295-2313
作者:  Zhou, Han;  Xu, Hongtao;  Chang, Xinyue;  Zhang, Wei;  Dong, Heng
收藏  |  浏览/下载:28/0  |  提交时间:2024/10/04
Medical image registration  cross constraint  semantic consistency  directional consistency  dual -channel  
Affine medical image registration with fusion feature mapping in local and global 期刊论文
发表期刊: PHYSICS IN MEDICINE AND BIOLOGY. 出版年: 2024, 卷号: 69, 期号: 5
作者:  Ji, Wei;  Yang, Feng
收藏  |  浏览/下载:15/0  |  提交时间:2024/10/04
medical image registration  affine registration  multiscale convolutional kernel  weighted global positional attention  unsupervised learning  fusion regressor  
OASIS: One-pass aligned atlas set for medical image segmentation 期刊论文
发表期刊: NEUROCOMPUTING. 出版年: 2022, 卷号: 470, 页码: 130-138
作者:  Zhu, Qikui;  Wang, Yanqing;  Du, Bo;  Yan, Pingkun
收藏  |  浏览/下载:45/0  |  提交时间:2022/02/12
Medical image segmentation  Atlas set  Image registration  Spatial transform model  
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:9/0  |  提交时间:2024/09/20
Deformable medical image registration  Multiple training strategies  Mutual learning network  
Feature self-calibration network with global-local training strategy for multi-region deformable medical image registration 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2022, 卷号: 34, 期号: 19, 页码: 17175-17191
作者:  Zheng, Zhiyuan;  Cao, Wenming;  Lian, Deliang;  Luo, Yi
收藏  |  浏览/下载:18/0  |  提交时间:2024/09/20
Multi-region medical image registration  Global and local joint training strategy  Feature self-calibration network