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Multimodal deep learning outperforms clinical and brain region models in predicting stroke-associated pneumonia: an explainable AI study
Stroke-associated pneumonia (SAP) is a frequent complication after acute ischemic stroke (AIS) and is associated with poor outcomes. This study aimed to develop an interpretable multimodal deep learning model integrating MRI, lesion-related brain regions, and clinical variables for early SAP prediction. A to...
A comparative study on the credibility of ischemic stroke treatment information on social media platforms: evidence from Weibo and REDnote
Background Social media is a key channel for public health information, but its open nature leads to mixed quality of information regarding Ischemic Stroke (IS) treatment, which may mislead patient decisions. This study aimed to systematically compare IS treatment information published by professional and lay sources o...