Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification

arXiv:2502.08997 · cs.CV · Submitted 2025-02-13 · Read on arXiv

cs.CV

Submitted: 2025-02-13

Updated: 2026-10-23

Terminology

• Transformer — 4× in this paper · explained in 2 episodes
• Explainability — 2× in this paper · explained in 4 episodes
• Transformers — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Hierarchical Structure — 1× in this paper · explained in 3 episodes

Related papers

• Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
• AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
• Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
• MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
• TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
• A Survey on Efficient Vision-Language-Action Models