Open access
Sep 2026
T2ID: Towards trustworthy incomplete modality diagnosis via dual-axis adaptive completion and confidence-aware integration.
The T2ID is proposed, a multimodal diagnostic framework, which adaptively completes missing modalities and explicitly models cross-modal interactions while maintaining trustworthiness and robustness against missing modality scenarios.
Jing Li, Qin-Kai Yu, Fei-Xiang Zhou et al.
· Medical Image Analysis · 0 citations