AngioNet: a convolutional neural network for vessel segmentation in X-ray angiography

Abstract Coronary Artery Disease (CAD) is commonly diagnosed using X-ray angiography, in which images are taken as radio-opaque dye is flushed through the coronary vessels to visualize the severity of vessel narrowing, or stenosis. Cardiologists typically use visual estimation to approximate the per...

Full description

Bibliographic Details
Main Authors: Kritika Iyer, Cyrus P. Najarian, Aya A. Fattah, Christopher J. Arthurs, S. M. Reza Soroushmehr, Vijayakumar Subban, Mullasari A. Sankardas, Raj R. Nadakuditi, Brahmajee K. Nallamothu, C. Alberto Figueroa
Format: Article
Language:English
Published: Nature Publishing Group 2021-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-97355-8