Author

Ya-Lin Zheng

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Open access Sep 2026

T2ID: Towards trustworthy incomplete modality diagnosis via dual-axis adaptive completion and confidence-aware integration.

Multimodal medical images provide abundant and complementary diagnostic cues that are often indispensable for accurate clinical decision-making. However, various constraints, such as limited equipment availability, physical limitations of patients, etc. often lead to incomplete modality of medical data acquisition in t...

Jing Li, Qin-Kai Yu, Fei-Xiang Zhou et al. · Medical Image Analysis · 0 citations

Aug 2026

Available View Set-guided multi-view retinal disease classification from OCT and OCTA.

The Adaptive Multi-View Transformer with Uncertainty (AMTU) is proposed, designed to exploit complementary information while reducing the discriminative dependency on the integrity of the Available View Set.

Litong Ma, Ya-Lin Zheng, Shan-Shan Wang et al. · Journal of imaging informati... · 0 citations