arxivcs.CVcs.AI2026-07-07
Decoupled Single-Mask Annotation Noise Detection via Cross-Sectional Patch Self-Consistency
Vascular computed tomography datasets are commonly annotated only once per scan, yielding the pervasive yet under addressed problem of single mask annotation noise. Existing solutions either require costly multirater fusion or are coupled with network training, preventing explici…