Sebastián Mrad

May 22, 2024 | nature.com | Élodie Labrecque Langlais |Gemina Doolub |Sebastián Mrad |Jean-Claude Tardif |Guillaume Marquis-Gravel |Geoffrey H. Tison | +1 more

AbstractThe coronary angiogram is the gold standard for evaluating the severity of coronary artery disease stenoses. Presently, the assessment is conducted visually by cardiologists, a method that lacks standardization. This study introduces DeepCoro, a ground-breaking AI-driven pipeline that integrates advanced vessel tracking and a video-based Swin3D model that was trained and validated on a dataset comprised of 182,418 coronary angiography videos spanning 5 years.