James K. Ruffle

Generalizable and equitable automated ischaemic stroke lesion segmentation with vision transformers

Abstract Background Ischaemic stroke, a leading cause of death and disability, relies on neuroimaging for characterising the anatomical pattern of injury. Diffusion-weighted MRI (DWI) provides the most anatomically specific signal in acute ischaemic stroke but poses substantial c...