Uncertainty-aware incomplete multimodal fusion for few-shot Central Retinal Artery Occlusion classification

Qian Zhou, Ting Chen, Hua Zou, Xuan Xiao

Abstract: Highlights•Novel deep-learning method for accurate classification of rare disease CRAO.•Effective use of incomplete multimodal data to overcome limited samples.•Multi-task framework and semantic loss for monomodal CRAO classification.•Trustworthy fusion strategy for multimodal CRAO classification.