The carotid artery is a critical blood vessel that supplies blood to the brain, and its health and
function are essential for preventing cardiovascular diseases such as stroke. Ultrasound …

Cardiovascular diseases (CVD), as the leading cause of death in the world, poses a serious
threat to human health. The segmentation of carotid Lumen-intima interface (LII) and Media …

Image segmentation is the process of splitting a digital image into distinct segments or
categories based on shared characteristics like texture, color, and intensity. Its primary aim is …

Multi-level thresholding of a gray image is one of the basic operations in computer vision,
with applications in image enhancement and segmentation. Various criteria for the selection …

In this paper, we propose a novel M-SegNet architecture with global attention for the
segmentation of brain magnetic resonance imaging (MRI). The proposed architecture …

Abstract The measurement of Carotid Intima Media Thickness (IMT) on Common Carotid
Artery (CCA) is a principle marker of risk of cardiovascular disease. This paper presents a …

In this paper, we propose a novel squeeze M-SegNet (SM-SegNet) architecture featuring a
fire module to perform accurate as well as fast segmentation of the brain on magnetic …

Wind Driven Optimization (WDO) Algorithm is a novel metaheuristic algorithm inspired by
the continuous flow of air resulting from differences in air pressure until the air reaches a …

In this paper, we propose a multi-scale feature extraction with novel attention-based
convolutional learning using the U-SegNet architecture to achieve segmentation of brain …

Thickening of intima-media complex in the common carotid artery is a biomarker of
atherosclerosis. To automatically measure this thickness, we propose a region-based …