Area of research
Radiology, Nuclear Medicine and Imaging · Surgery
Research interest
Research interests include Cardiac Imaging and Diagnostics, Coronary Interventions and Diagnostics, Climate variability and models, and Cerebrovascular and Carotid Artery Diseases.
Atherosclerosis quantification and cardiovascular risk: the ISCHEMIA trial
Sex Differences in Revascularization, Treatment Goals, and Outcomes of Patients With Chronic Coronary Disease: Insights From the ISCHEMIA Trial
Comprehensive biomechanical and anatomical atherosclerotic plaque metrics predict major adverse cardiovascular events: A new tool for clinical decision making
Endothelial Shear Stress Metrics Associate With Proinflammatory Pathways at the Culprit Site of Coronary Erosion
Impact of statins based on high-risk plaque features on coronary plaque progression in mild stenosis lesions: results from the PARADIGM study
Fundamental Pathobiology of Coronary Atherosclerosis and Clinical Implications for Chronic Ischemic Heart Disease Management—The Plaque Hypothesis
Association Between Changes in Perivascular Adipose Tissue Density and Plaque Progression
Association of Plaque Location and Vessel Geometry Determined by Coronary Computed Tomographic Angiography With Future Acute Coronary Syndrome–Causing Culprit Lesions
Outcomes in the ISCHEMIA Trial Based on Coronary Artery Disease and Ischemia Severity
Association of Statin Treatment With Progression of Coronary Atherosclerotic Plaque Composition
Association of Tube Voltage With Plaque Composition on Coronary CT Angiography
Progression of whole-heart Atherosclerosis by coronary CT and major adverse cardiovascular events
Topological Data Analysis of Coronary Plaques Demonstrates the Natural History of Coronary Atherosclerosis
Effects of initial invasive vs. initial conservative treatment strategies on recurrent and total cardiovascular events in the ISCHEMIA trial
Association of High-Density Calcified 1K Plaque With Risk of Acute Coronary Syndrome
Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry
The Relationship Between Coronary Calcification and the Natural History of Coronary Artery Disease
Quantitative assessment of coronary plaque volume change related to triglyceride glucose index: The Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography IMaging (PARADIGM) registry
Association of Cardiovascular Disease Risk Factor Burden With Progression of Coronary Atherosclerosis Assessed by Serial Coronary Computed Tomographic Angiography
A Boosted Ensemble Algorithm for Determination of Plaque Stability in High-Risk Patients on Coronary CTA
Percent atheroma volume: Optimal variable to report whole-heart atherosclerotic plaque burden with coronary CTA, the PARADIGM study
Non-obstructive high-risk plaques increase the risk of future culprit lesions comparable to obstructive plaques without high-risk features: the ICONIC study
Sex Differences in Compositional Plaque Volume Progression in Patients With Coronary Artery Disease
Contemporary rationale for non-invasive imaging of adverse coronary plaque features to identify the vulnerable patient: a Position Paper from the European Society of Cardiology Working Group on Atherosclerosis and Vascular Biology and the European Association of Cardiovascular Imaging
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning
Age- and sex-related features of atherosclerosis from coronary computed tomography angiography in patients prior to acute coronary syndrome: results from the ICONIC study
Comparative differences in the atherosclerotic disease burden between the epicardial coronary arteries: quantitative plaque analysis on coronary computed tomography angiography
Impact of age on coronary artery plaque progression and clinical outcome: A PARADIGM substudy
Expert recommendations on the assessment of wall shear stress in human coronary arteries: existing methodologies, technical considerations, and clinical applications
Differential association between the progression of coronary artery calcium score and coronary plaque volume progression according to statins: the Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography Imaging (PARADIGM) study
EAGER: Human-Aware Navigation in Populated Indoor Environments
II-NEW: Infrastructure for a Building-Wide Intelligence
CPS: Breakthrough: Reinforcement Learning Algorithms for Cyber-Physical Systems
RI: Small: Efficient Reinforcement Learning for Generic Large-Scale Tasks
CAREER: Learning Agents in Dynamic, Collaborative, and Adversarial Multiagent Environments
Collaborative Research: Modeling the Role of Obliquity and Insolation Gradients in Controlling Global Ice Volume
Methods of Uncertainty Analysis of Complex Non-Linear Components in Integrated Systems Models
The Role of Eddies in Climate
Dynamics of Marginal Ice Zone
Statistical Significance of Atmospheric GCM Response to Prescribed SST Anomalies: A Multivariate Approach
Dynamics of Large-Scale Atmospheric and Oceanic Motions
Air-Sea Interaction With Special Attention on Non-Linear Couplings and Processes in the Air and Water Boundary Layers
Dynamics of Large-Scale Atmospheric and Oceanic Processes