Deep learning framework improves vascular cognitive impairment diagnosis

Subcortical ischemic vascular disease (SIVD), driven by cerebral small vessel disease, is commonly characterized by white matter hyperintensities and multiple lacunar infarcts, and a substantial proportion of patients gradually develop cognitive decline and progress to subcortical vascular cognitive impairment (SVCI).