Performance of fully automated deep-learning-based coronary artery calcium scoring in ECG-gated calcium CT and non-gated low-dose chest CT.
Journal:
European radiology
Published Date:
May 10, 2025
Abstract
OBJECTIVES: This study aimed to validate the agreement and diagnostic performance of a deep-learning-based coronary artery calcium scoring (DL-CACS) system for ECG-gated and non-gated low-dose chest CT (LDCT) across multivendor datasets.
Authors
Keywords
Aged
Cardiac-Gated Imaging Techniques
Coronary Artery Disease
Coronary Vessels
Deep Learning
Electrocardiography
Female
Humans
Male
Middle Aged
Radiation Dosage
Radiographic Image Interpretation, Computer-Assisted
Radiography, Thoracic
Reproducibility of Results
Retrospective Studies
Tomography, X-Ray Computed
Vascular Calcification