Recent trends in artificial intelligence-assisted coronary atherosclerotic plaque characterization
A Gudigar, S Nayak, J Samanth… - International journal of …, 2021 - mdpi.com
Coronary artery disease is a major cause of morbidity and mortality worldwide. Its underlying
histopathology is the atherosclerotic plaque, which comprises lipid, fibrous and—when …
histopathology is the atherosclerotic plaque, which comprises lipid, fibrous and—when …
Artificial intelligence in intracoronary imaging
Abstract Purpose of Review This paper investigates present uses and future potential of
artificial intelligence (AI) applied to intracoronary imaging technologies. Recent Findings …
artificial intelligence (AI) applied to intracoronary imaging technologies. Recent Findings …
Automatic detection of atherosclerotic plaque and calcification from intravascular ultrasound images by using deep convolutional neural networks
YC Li, TY Shen, CC Chen, WT Chang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Atherosclerosis is the major cause of cardiovascular diseases (CVDs). Intravascular
ultrasound (IVUS) is a common imaging modality for diagnosing CVDs. However, an …
ultrasound (IVUS) is a common imaging modality for diagnosing CVDs. However, an …
A domain enriched deep learning approach to classify atherosclerosis using intravascular ultrasound imaging
Intravascular ultrasound (IVUS) imaging is widely used for diagnostic imaging in
interventional cardiology. The detection and quantification of atherosclerosis from acquired …
interventional cardiology. The detection and quantification of atherosclerosis from acquired …
Analysis methods of coronary artery intravascular images: A review
Coronary artery disease is among one of the diseases human suffer most. Intravascular
coronary arterial image analysis consists of denoising, segmentation, detection, and three …
coronary arterial image analysis consists of denoising, segmentation, detection, and three …
Automatic plaque segmentation based on hybrid fuzzy clustering and k nearest neighborhood using virtual histology intravascular ultrasound images
Thin cap fibroatheroma (TCFA) or “vulnerable plaque” is responsible for the majority of
coronary artery death. Virtual Histology Intravascular Ultrasound (VH-IVUS) image is a …
coronary artery death. Virtual Histology Intravascular Ultrasound (VH-IVUS) image is a …
Characterization of coronary plaque regions in intravascular ultrasound images using a hybrid ensemble classifier
Background and objectives The purpose of this study was to propose a hybrid ensemble
classifier to characterize coronary plaque regions in intravascular ultrasound (IVUS) images …
classifier to characterize coronary plaque regions in intravascular ultrasound (IVUS) images …
Lumen and media-adventitia border detection in IVUS images using texture enhanced deformable model
Lumen and media–adventitia (MA) borders in intravascular ultrasound (IVUS) images are
critical for assessing the dimensions of vascular structures and providing plaque information …
critical for assessing the dimensions of vascular structures and providing plaque information …
Genetic fuzzy rule based classification systems for coronary plaque characterization based on intravascular ultrasound images
VG Giannoglou, DG Stavrakoudis… - … Applications of Artificial …, 2015 - Elsevier
Vascular tissue characterization is of great importance concerning the possibility of an Acute
Cardiac Syndrome (ACS). Gray-scale intravascular ultrasound (IVUS) is a powerful …
Cardiac Syndrome (ACS). Gray-scale intravascular ultrasound (IVUS) is a powerful …
Automated classification of dense calcium tissues in gray-scale intravascular ultrasound images using a deep belief network
Background IVUS is widely used to quantitatively assess coronary artery disease. The
purpose of this study was to automatically characterize dense calcium (DC) tissue in the …
purpose of this study was to automatically characterize dense calcium (DC) tissue in the …