In today's world, brain stroke is considered as a life-threatening disease provoked by
undesirable blockage among the arteries feeding the human brain. The timely diagnosis of …

Background Accessible tools to efficiently detect and segment diffusion abnormalities in
acute strokes are highly anticipated by the clinical and research communities. Methods We …

Image registration is a fundamental task in image analysis in which the transform that moves
the coordinate system of one image to another is calculated. Registration of multi-modal …

In healthcare, medical practitioners employ various imaging techniques such as CT, X-ray,
PET, and MRI to diagnose patients, emphasizing the crucial need for early disease detection …

The first and foremost step in the diagnosis of ischemic stroke is the delineation of the lesion
from radiological images for effective treatment planning. Manual delineation of the lesion by …

Background Magnetic resonance imaging (MRI) can reliably diagnose ischemic stroke.
Stroke is an acute vascular illness of the brain that can lead to long-term death and …

Ischemic stroke is the most common brain disease. Segmentation of the stroke lesion from a
medical scan is vital to plan the surgical procedure. The purpose of this work is to develop …

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 …

Ischemic stroke is a common neurological disease with a high mortality rate. Accurate stroke
segmentation is crucial to evaluating patients' disease outcomes. Stroke segmentation …

In recent decades, intracranial hemorrhage detection from computed tomography (CT)
scans has gained considerable attention among researchers in the medical community. The …