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.