Background and objective Accurate and timely treatment of ischemic stroke can restore the
blood flow in the affected area and reduce the risk of disability and death. Identification and …

Medical image analysis tasks like segmentation and detection of injury involving manual
interventions usually suffers from high inter-observer variabilities. To carry them out …

Background and purpose MRI images timely and accurately reflect ischemic injuries to the
brain tissues and, therefore, can support clinical decision-making of acute ischemic stroke …

Predicting infarct volume from magnetic resonance perfusion-weighted imaging can provide
helpful information to clinicians in deciding how aggressively to treat acute stroke patients …

Introduction: Perfusion MR and CT parameters are widely used during the assessment of
acute ischemic strokes to evaluate the likely lesion growth. However, such perfusion …

Recently, CT perfusion (CTP) has been used to triage ischemic stroke patients in the early
stage, because of its speed, availability, and lack of contraindications. But CTP data alone …

Abstract The use of Computed Tomography (CT) imaging for patients with stroke symptoms
is an essential step for triaging and diagnosis in many hospitals. However, the subtle …

Infarcted brain tissue resulting from acute stroke readily shows up as hyperintense regions
within diffusion-weighted magnetic resonance imaging (DWI). It has also been proposed that …

Ischemic stroke lesion segmentation from Computed Tomography Perfusion (CTP) images
is important for accurate diagnosis of stroke in acute care units. However, it is challenged by …

Acute ischemic stroke (AIS) has been a common threat to human health and may lead to
severe outcomes without proper and prompt treatment. To precisely diagnose AIS, it is of …