MCANet: Hybrid multi-scale network for deformable brain medical image registration

Xiangzeng Liu, Jinting Wan, Lijun Qu, Ziyao Wang, Chunyan Chai, Qiguang Miao

Abstract: Highlights•Multi-scale convolutional attention can capture detailed brain structures.•Three different types of convolutions allow for fast deformation localization.•The deformation field can be accurately estimated via global and local features.

External IDs:doi:10.1016/j.bspc.2025.108418