Deformable registration; deep network; nonlinear regression; key-points guided sampling

Deformable Image Registration Using Cue-aware Deep Regression Network

Deformable Image Registration Using Cue-aware Deep Regression Network

Author(s): Xiaohuan Cao, Jianhua Yang, Jun Zhang, Qian Wang, Pew-Thian Yap, Dinggang Shen
Deformable Image Registration Using Cue-aware Deep Regression Network 170 177 IEEE Transactions on Biomedical Engineering (TBME)

Modern medical image analysis often has to deal with large-scale multi-center data, which requires the deformable registration satisfy the data diversity in clinical applications. We propose a novel deformable registration…

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