Development and Validation of CCTA-based Radiomics Signature for Predicting Coronary Plaques With Rapid Progression.

Qian ChenGuanghui XieChun Xiang TangLiu YangPengpeng XuXiao-Fei Gao Meng Jie Lu Yunlei FuYingsong HuoShaoqing ZhengXinwei TaoHui Xu Xin-Dao Yin Long Jiang Zhang

Published in: Circulation. Cardiovascular imaging (2023)

The proposed CCTA-based RS had a better discriminative value to identify plaques at risk of rapid progression compared with conventional morphological plaque parameters. These data suggest the promising utility of radiomics for predicting RPP in a low-risk group on CCTA.

Keyphrases

coronary artery disease
lymph node metastasis
loop mediated isothermal amplification
coronary artery
contrast enhanced
electronic health record
magnetic resonance imaging
squamous cell carcinoma
heart failure
magnetic resonance
machine learning
aortic valve
data analysis
transcatheter aortic valve replacement