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Z. Jian

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Open access Sep 2026

Multimodal deep learning outperforms clinical and brain region models in predicting stroke-associated pneumonia: an explainable AI study

A multimodal deep learning framework integrating MRI, brain-region information, and clinical characteristics improved SAP prediction after AIS and provided an interpretable approach for individualized risk stratification.

Hao He, Xu Zhang, Li-Juan Gu et al. · 0 citations

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