Author

Rui-Feng Liu

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Open access Sep 2026

Nonlinear and Vessel-Specific Association Between Coronary Artery Calcium Burden and Coronary Computed Tomography Angiography Underestimation of Coronary Stenosis

Background: Coronary artery calcium (CAC) introduces substantial artifacts in coronary computed tomography angiography (CCTA). Although calcification is classically associated with overestimation of stenosis severity, underestimation may be even more clinically hazardous because underestimation can lead to inappropriat...

Xu-Zhe Wang, Cheng-Zhuo Wang, Yu-Juan Xie et al. · Reviews in cardiovascular me... · 0 citations

Review Aug 2026

Artificial intelligence for risk prediction in atherosclerotic cardiovascular disease: A narrative review of advances, validation challenges, and clinical translation (2020-2026).

Future work should prioritize calibration, robustness, transportability, fairness, interpretability, regulatory clarity, workflow integration, and prospective evidence of decision impact or post-deployment benefit, as well as major barriers remain.

Rui-Feng Liu, R. Arena, V. Vasile et al. · Progress in cardiovascular d... · 0 citations