Area of research
Radiology, Nuclear Medicine and Imaging · Surgery
Research interest
Research interests include Cardiac Imaging and Diagnostics, Coronary Interventions and Diagnostics, Cerebrovascular and Carotid Artery Diseases, and Advanced X-ray and CT Imaging.
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
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
Clinical risk factors and atherosclerotic plaque extent to define risk for major events in patients without obstructive coronary artery disease: the long-term coronary computed tomography angiography CONFIRM registry
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
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
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
Impact of age on coronary artery plaque progression and clinical outcome: A PARADIGM substudy
1-Year Impact on Medical Practice and Clinical Outcomes of FFRCT
Machine learning of clinical variables and coronary artery calcium scoring for the prediction of obstructive coronary artery disease on coronary computed tomography angiography: analysis from the CONFIRM registry
Superior Risk Stratification With Coronary Computed Tomography Angiography Using a Comprehensive Atherosclerotic Risk Score
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
Differences in Progression to Obstructive Lesions per High-Risk Plaque Features and Plaque Volumes With CCTA
Effects of Statins on Coronary Atherosclerotic Plaques
Coronary Atherosclerotic Precursors of Acute Coronary Syndromes
Real-world clinical utility and impact on clinical decision-making of coronary computed tomography angiography-derived fractional flow reserve: lessons from the ADVANCE Registry
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry
The Coronary Artery Disease–Reporting and Data System (CAD-RADS)
Quantification of Coronary Atherosclerosis in the Assessment of Coronary Artery Disease
Longitudinal assessment of coronary plaque volume change related to glycemic status using serial coronary computed tomography angiography: A PARADIGM (Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography Imaging) substudy
Prognostic value of coronary computed tomographic angiography findings in asymptomatic individuals: a 6-year follow-up from the prospective multicentre international CONFIRM study
Relationship of Hypertension to Coronary Atherosclerosis and Cardiac Events in Patients With Coronary Computed Tomographic Angiography
Interpreting results of coronary computed tomography angiography-derived fractional flow reserve in clinical practice
Incremental prognostic value of coronary computed tomography angiography over coronary calcium scoring for major adverse cardiac events in elderly asymptomatic individuals
Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis