Artificial Intelligence Applications in Cardiac Surgery: A Scoping Review of Risk Prediction, Early Warning, and Clinical Decision Support Paradigms

This scoping review aims to map the existing evidence on artificial intelligence applications in cardiac surgery. The review will classify studies into major paradigmatic approaches including static risk prediction models, dynamic early warning systems, and clinical decision support applications. Methodological characteristics, targeted clinical outcomes, and translational evidence gaps will also be explored.