A Deformable Hybrid Transformer With Multi-Axis Strip Attention for Geometric-Aware Medical Image Diagnosis
The proposed MaxStripViT is a novel hybrid architecture that effectively integrates distortion modeling with multi-axis strip attention mechanisms and Local Position-Aware blocks and provides a robust solution for health scenarios requiring both geometric flexibility and multi-scale interpretability.