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Yu-Tao Ma

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Open access Sep 2026

An LLM-enhanced AI agent for rapid diagnosis of acute aortic dissection in multi-center settings

Summary Acute aortic dissection (AAD) is a high-mortality cardiovascular emergency, yet early diagnosis before computed tomography angiography (CTA) remains challenging. We developed AAD-Agent as a pre-imaging triage aid—not as a replacement for CTA—and evaluated it in a retrospective, multi-center study. Using 869 sus...

Hu-Nian Li, Yu-Chen Pei, Tao Hu et al. · 0 citations
Preprint Sep 2026

When Fusion Fails: Corruption-Aware Rebalanced Fusion for Multi-Modal Medical Image Segmentation

CoReFuse-Med is proposed, a Corruption-aware Rebalanced Fusion framework that suppresses corruption during feature transmission and rebalances modality contributions during high-level fusion, demonstrating improved accuracy and robustness under modality-quality discrepancies.

Yu-Chen Pei, Xiao-Yu Hu, Yi-Xiong Zou et al. · 0 citations

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