Wenjing Gao, Mengmeng Liu, Jinfeng Xu, Shaofu Hong, Jiayi Chen, Chen Cui, Siyuan Shi, Yinghui Dong, Di Song, Fajin Dong
BACKGROUND AND OBJECTIVE: The incidence of stroke is rising, and it is the second major cause of mortality and the third leading cause of disability around the globe. The goal of this study was to rapidly and accurately identify carotid plaques and automatically quantify plaque burden using our automated tracking and segmentation US-video system. METHODS: We collected 88 common carotid artery transection videos (11048 frames) with a history of atherosclerosis or risk factors for atherosclerosis, which were randomly divided into training, test, and validation sets using a 6:3:1 ratio...
April 18, 2024: Current medical imaging