3 papers
cs.LG2026
PUNCH: Physics-informed Uncertainty-aware Network for Coronary Hemodynamics
Sukirt Thakur, Marcus Roper, Yang Zhou +8
More than 10 million coronary angiograms are performed globally each year, providing a gold standard for detecting obstructive coronary artery disease. Yet, no obstructive lesions…
cs.CE2025
Assessing Coronary Microvascular Dysfunction using Angiography-based Data-driven Methods
Haizhou Yang, Jiyang Zhang, Brahmajee K. Nallamothu +2
Coronary microvascular dysfunction (CMD), characterized by impaired regulation of blood flow in the coronary microcirculation, plays a key role in the pathogenesis of ischemic hear…
cs.CE2025
A Multi-physics Model of Flow from Coronary Angiography: Insights to Microvascular Function
Haizhou Yang, Jiyang Zhang, Ismael Z. Assi +3
Coronary Microvascular Dysfunction (CMD) is characterized by impaired vasodilation and can lead to insufficient blood flow to the myocardium during stress or exertion, affecting mi…