Background: Ischemic stroke, a major global health concern, is often caused by carotid artery stenosis resulting from atherosclerotic plaque formation. Carotid Doppler ultrasonography is a non-invasiv

Artificial Intelligence (AI) is transforming healthcare, particularly in stroke diagnosis, management, and rehabilitation. Stroke, a leading cause of mortality and disability, requires rapid intervent