HiMatch-AD: DINOv3-driven Hierarchical Matching for Training-free Medical Anomaly Detection

Jiayu Huo, Jingyuan Hong, Meng Zhou +2

Anomaly detection is essential for medical image analysis, where pathological regions often appear as rare deviations from normal anatomical structures. While training-based method…