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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：25/0  |  提交时间：2024/10/04
Deformable image registration  feature matching  transformer  dual-stream  multilevel  unsupervised deep learning  brain MRI  
Nonfinite-modality data augmentation for brain image registration 期刊论文
发表期刊: COMPUTERS IN BIOLOGY AND MEDICINE. 出版年: 2022, 卷号: 147
作者:  He, Yuanbo;  Wang, Aoyu;  Li, Shuai;  Yang, Yikang;  Hao, Aimin
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Nonfinite-modality  Data augmentation  Improved 3D VAE  Brain image registration  
Brain Deformable Registration Using Global and Local Label-Driven Deep Regression Learning in the First Year of Life 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2020, 卷号: 8, 页码: 25691-25705
作者:  Hu, Shunbo;  Zhang, Lintao;  Li, Guoqiang;  Liu, Mingtao;  Fu, Deqian;  Zhang, Wenyin
收藏  |  浏览/下载：20/0  |  提交时间：2020/05/22
Strain  Image registration  Three-dimensional displays  Training  Hippocampus  Image segmentation  Task analysis  Infant brain MR images  deformable registration  label-driven learning  
U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets 会议论文
会议名称: 10th International Workshop on Machine Learning in Medical Imaging (MLMI) / 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). 会议地点: Shenzhen, PEOPLES R CHINA. 会议日期: OCT 13-17, 2019
作者:  Estienne, Theo;  Vakalopoulou, Maria;  Christodoulidis, Stergios;  Battistela, Enzo;  Lerousseau, Marvin;  Carre, Alexandre;  Klausner, Guillaume;  Sun, Roger;  Robert, Charlotte;  Mougiakakou, Stavroula;  Paragios, Nikos;  Deutsch, Eric
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/30
Image registration  Deformable registration  Brain tumor segmentation  3D convolutional neural networks