Multimodal Transformer-Based Approach for Predicting Stroke Treatment Outcomes

A multimodal fusion framework Multitrans based on Transformer architecture and self-attention mechanism can effectively combine non-contrast computed tomography (NCCT) images and discharge diagnosis reports to accurately predict functional outcomes of stroke treatment.