VMambaMorph: A Visual Mamba-based Framework with Cross-Scan Module for Efficient Deformable 3D Image Registration

VMambaMorph, a novel hybrid VMamba-CNN network, is designed for efficient and accurate deformable 3D image registration by leveraging the Visual State Space Model (VMamba) with a cross-scan module and a fine-grained feature extraction module.