What is CAD rads?

CAD-RADS is a CTA-based classification system of coronary artery disease. It provides a standardized reporting format for consistent and uniform reporting. CAD-RADS aims to improve the communication with referring physicians and includes treatment suggestions.

What does CAD stand for?

Anyone you share the following link with will be able to read this content: The main goal driving this work is to develop computer-aided classification models relying on clinical data to identify coronary artery disease (CAD) instances with high accuracy while incorporating the expert’s opinion as input, making it a "man-in-the-loop" approach.

What is CCTA CAD RADS 0?

It summarizes the findings of CCTA in 6 categories ranging from CAD-RADS 0 (complete absence of coronary artery disease) to CAD-RADS 5 (total occlusion of at least one vessel). It is applied on per patient basis for the highest grade of the stenotic lesion.

Which metric should be used for CAD detection?

The most popular evaluation metric for CAD detection is accuracy. Relying purely on accuracy could be misleading, especially for highly imbalanced datasets [ 190 ]. Thus, accuracy should be always evaluated and interpreted in conjunction with other metrics, including sensitivity, specificity, and the area under the curve (AUC) [ 179 ].