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 are the top CAD trends in 2021?

We corralled our CAD experts and here’s what they see as leading CAD trends in 2021: simulation, designing with artificial Intelligence, and MBD.

Can random forest algorithm predict CAD?

We compared the baseline and clinical characteristics between two groups. Then, Random Forest algorithm was used to construct a model to predict CAD and the model was assessed by receiver operating characteristic (ROC) curve.

Can ml predict CAD?

Using an ML approach provides the ability to predict the presence of CAD with high accuracy and recall, and thus allows practitioners to practice preventative medicine in patients with CAD in a timelier manner. However, at such initial stages, it should be noted that ML serves solely as a predictor of CAD rather than a diagnostic tool.