Identifying acute ischemic stroke patients within the thrombolytic treatment window using deep learning

Abstract

Our model achieved higher generalization performance on external evaluation datasets than the current state-of-the-art for TSS classification. These results demonstrate the potential of automatic assessment of onset time from imaging without the need for expertly trained radiologists.