3 papers
cs.LG2025
Cardiac mortality prediction in patients undergoing PCI based on real and synthetic data
Daniil Burakov, Ivan Petrov, Dmitrii Khelimskii +2
Patient status, angiographic and procedural characteristics encode crucial signals for predicting long-term outcomes after percutaneous coronary intervention (PCI). The aim of the…
cs.CV2024
CardioSyntax: end-to-end SYNTAX score prediction -- dataset, benchmark and method
Alexander Ponomarchuk, Ivan Kruzhilov, Galina Zubkova +4
The SYNTAX score has become a widely used measure of coronary disease severity, crucial in selecting the optimal mode of the revascularization procedure. This paper introduces a ne…
cs.CV2023
Neural network-based coronary dominance classification of RCA angiograms
Ivan Kruzhilov, Egor Ikryannikov, Artem Shadrin +3
Background. Cardiac dominance classification is essential for SYNTAX score estimation, which is a tool used to determine the complexity of coronary artery disease and guide patient…