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Open access Aug 2026

DWI-Positive Lesions in Patients With Acute Intracerebral Hemorrhage

Background and Objectives Diffusion-weighted imaging (DWI)-positive lesions are increasingly recognized as markers of cerebral small vessel disease (cSVD) in acute intracerebral hemorrhage (ICH), but their underlying mechanisms, clinical-radiologic associations, and prognostic significance remain uncertain. We therefor...

Martina Locatelli, Hatice Ozkan, Giulia Avola et al. · 0 citations
#diffusion models Open access Sep 2026

Generalizable and equitable automated ischaemic stroke lesion segmentation with vision transformers

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 challenges for automated lesion segmentation due to sus...

Chris Foulon, J. Ruffle, Jonathan Best et al. · 0 citations

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