Dr. Botond-Barna Mátyás is a cardiology resident physician at the County Emergency Clinical Hospital of Târgu Mureș and a PhD graduate of the “G. E. Palade” University of Medicine, Pharmacy, Science, and Technology. His clinical practice focuses on the comprehensive management of cardiovascular diseases, complemented by a strong research interest in coronary CT angiography, vascular inflammation, and atheromatous plaque vulnerability. He completed advanced training in cardiac imaging at the University of Oxford (AMIIC, UK), where he gained expertise in artificial intelligence–based imaging biomarkers, including the Fat Attenuation Index (FAI) and CaRi-Heart® analysis. He has authored and co-authored scientific publications in international peer-reviewed journals, including International Journal of Molecular Sciences, Life, Journal of Clinical Medicine, Diagnostics, and Journal of Cardiovascular Emergencies. His research has been presented at major international scientific meetings, such as the ESC Congress, ESC Heart Failure, ESC Preventive Cardiology, EACVI, SCCT Global, and ACC. Through his combined clinical, academic, and research activities, he is dedicated to advancing personalized cardiovascular risk assessment and improving patient outcomes.