Embracing Aleatoric Uncertainty in Medical Multimodal Learning with Missing Modalities

Linxiao Gong, Yang Liu, Lianlong Sun +3

Medical multimodal learning faces significant challenges with missing modalities prevalent in clinical practice. Existing approaches assume equal contribution of modality and rando…