Area of research
Radiology, Nuclear Medicine and Imaging · Pulmonary and Respiratory Medicine
Research interest
Research interests include Cardiac Imaging and Diagnostics, Lung Cancer Diagnosis and Treatment, Radiomics and Machine Learning in Medical Imaging, and Advanced X-ray and CT Imaging.
Coronary CT angiography evaluation with artificial intelligence for individualized medical treatment of atherosclerosis: a Consensus Statement from the QCI Study Group
Comparison of a Specialized Large Language Model with GPT-4o for CT and MRI Radiology Report Summarization
External Test of a Deep Learning Algorithm for Pulmonary Nodule Malignancy Risk Stratification Using European Screening Data
Abstract 4366745: Artificial Intelligence-Derived Myosteatosis on Coronary Artery Calcium CT Scans Predicts Incident COPD: An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Abstract 4369683: AI-driven Measurement of Myosteatosis in Coronary Artery Calcium Scans Predicts Atrial Fibrillation and Heart Failure. An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Abstract 4366401: Artificial Intelligence-Based Coronary Artery Calcium (AI-CAC) Score Empowers the “Power of Zero”: An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Multi-ancestry genome-wide study identifies effector genes and druggable pathways for coronary artery calcification
ERS/ESTS/ESTRO/ESR/ESTI/EFOMP statement on management of incidental findings from low dose CT screening for lung cancer
Evaluation of pericoronary adipose tissue attenuation on CT
ERS/ESTS/ESTRO/ESR/ESTI/EFOMP statement on management of incidental findings from low dose CT screening for lung cancer
Cardiac radiology in Europe: status and vision by the European Society of Cardiovascular Radiology (ESCR) and the European Society of Radiology (ESR)
Multi-source data approach for personalized outcome prediction in lung cancer screening: update from the NELSON trial
State-of-the-art CT and MR imaging and assessment of atherosclerotic carotid artery disease: standardization of scanning protocols and measurements—a consensus document by the European Society of Cardiovascular Radiology (ESCR)
State-of-the-art CT and MR imaging and assessment of atherosclerotic carotid artery disease: the reporting—a consensus document by the European Society of Cardiovascular Radiology (ESCR)
Addition of FFRct in the diagnostic pathway of patients with stable chest pain to reduce unnecessary invasive coronary angiography (FUSION)
Early detection of obstructive coronary artery disease in the asymptomatic high-risk population: objectives and study design of the EARLY-SYNERGY trial
Focal pericoronary adipose tissue attenuation is related to plaque presence, plaque type, and stenosis severity in coronary CTA
Reduced Lung-Cancer Mortality with Volume CT Screening in a Randomized Trial
Cardiac imaging procedures and the COVID-19 pandemic: recommendations of the European Society of Cardiovascular Radiology (ESCR)
Machine learning in cardiovascular radiology: ESCR position statement on design requirements, quality assessment, current applications, opportunities, and challenges
Prognostic value of CT myocardial perfusion imaging and CT-derived fractional flow reserve for major adverse cardiac events in patients with coronary artery disease
New Subsolid Pulmonary Nodules in Lung Cancer Screening: The NELSON Trial
Relationship between the number of new nodules and lung cancer probability in incidence screening rounds of CT lung cancer screening: The NELSON study
Characteristics of new solid nodules detected in incidence screening rounds of low-dose CT lung cancer screening: the NELSON study
Imaging the myocardial ischemic cascade
European position statement on lung cancer screening
Accuracy of iodine quantification using dual energy CT in latest generation dual source and dual layer CT
Relationship between nodule count and lung cancer probability in baseline CT lung cancer screening: The NELSON study
Risk stratification based on screening history: the NELSON lung cancer screening study