CMAN: Cascaded Multi-scale Spatial Channel Attention-guided Network for large 3D deformable registration of liver CT images

• Published in: Medical image analysis Vol. 96; p. 103212
• Main Authors: Pham, Xuan Loc, Luu, Manh Ha, van Walsum, Theo, Mai, Hong Son, Klein, Stefan, Le, Ngoc Ha, Chu, Duc Trinh
• Format: Journal Article
• Language: English
• Published: Netherlands Elsevier B.V 01.08.2024
• Subjects: 3D medical image registration; Cascaded network; Double coarse-to-fine registration; Liver computed tomography; Spatial-channel attention; Cascaded network; Double coarse-to-fine registration; 3D medical image registration; Liver computed tomography; Spatial-channel attention

Deformable image registration is an essential component of medical image analysis and plays an irreplaceable role in clinical practice. In recent years, deep learning-based registration methods have demonstrated significant improvements in convenience, robustness and execution time compared to tradi...