Task-Specific Quality Gating for Retinal Optical Coherence Tomography B-Scans: Learned Representations Over Scalar Metrics in Choroid Segmentation
Evaluates learned representations (vision foundation models) as failure-prediction proxies for choroid segmentation quality gating vs. scalar image-quality metrics — accepted, IEEE Healthcom 2026 main track.
Aug 9, 2026