3 papers
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.CE2024
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…
cs.CE2023
Attention-based Multi-fidelity Machine Learning Model for Computational Fractional Flow Reserve Assessment
Haizhou Yang, C. Alberto Figueroa, Krishna Garikipati
Coronary Artery Disease (CAD) is one of the most common forms of heart disease, which is caused by a buildup of atherosclerotic plaque (known as stenosis) in the coronary arteries,…