Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography [PDF]
Detection of coronary artery stenosis in coronary CT angiography (CCTA) requires highly personalized surface meshes enclosing the coronary lumen. In this work, we propose to use graph convolutional networks (GCNs) to predict the spatial location of vertices in a tubular surface mesh that segments the coronary artery lumen.
arxiv
SARS-CoV-2 infection triggers pro-atherogenic inflammatory responses in human coronary vessels. [PDF]
Eberhardt N+22 more
europepmc +1 more source
Coronary vessels contribute to de novo endocardial cells in the endocardium-depleted heart. [PDF]
Zhang M+9 more
europepmc +1 more source
Extracting Tree-structures in CT data by Tracking Multiple Statistically Ranked Hypotheses
In this work, we adapt a method based on multiple hypothesis tracking (MHT) that has been shown to give state-of-the-art vessel segmentation results in interactive settings, for the purpose of extracting trees.
de Bruijne, Marleen+3 more
core +1 more source
Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images [PDF]
Segmenting coronary arteries is challenging, as classic unsupervised methods fail to produce satisfactory results and modern supervised learning (deep learning) requires manual annotation which is often time-consuming and can some time be infeasible. To solve this problem, we propose a knowledge transfer based shape-consistent generative adversarial ...
arxiv
Mechanical and hydrodynamic effects of stent expansion in tapered coronary vessels. [PDF]
Liu X, Zhang W, Ye P, Luo Q, Chang Z.
europepmc +1 more source
Automated quantification and evaluation of motion artifact on coronary CT angiography images [PDF]
Purpose This study developed and validated a Motion Artifact Quantification algorithm to automatically quantify the severity of motion artifacts on coronary computed tomography angiography (CCTA) images. The algorithm was then used to develop a Motion IQ
Baginski, Scott G.+6 more
core +1 more source
Author Correction: Coronary vessels contribute to de novo endocardial cells in the endocardium-depleted heart. [PDF]
Zhang M+9 more
europepmc +1 more source
Chlamydia pneumoniae in atherosclerotic middle cerebral artery [PDF]
Background and Purpose—Atherosclerotic middle cerebral arteries are frequent sites of thrombosis, leading to stroke. Previous studies have suggested a role for Chlamydia pneumoniae in the pathogenesis of atherosclerosis.
Burián, Katalin+7 more
core
A polymer coated cicaprost-eluting stent increases neointima formation and impairs vessel function in the rabbit iliac artery [PDF]
Drug-eluting stents have been successful in reducing in-stent restenosis but are not suitable for all lesion types and have been implicated in causing late stent thrombosis due to incomplete regeneration of the endothelial cell layer.
Jones, Robert L.+4 more
core +2 more sources