arxiveess.IVcs.CV2026-07-09
Calibrated Hybrid CNN-Transformer for Retinal OCT Classification
Deep models for retinal optical coherence tomography (OCT) classification report high accuracy but rarely report whether their confidence can be trusted -- a gap that matters when a wrong-but-confident reading delays sight-saving treatment. We pair a hybrid convolutional-Transfor…