Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography

Coen de Vente, Bram van Ginneken, Carel B. Hoyng +2

Deep learning classification models for medical image analysis often perform well on data from scanners that were used during training. However, when these models are applied to da…