Area of research
Cardiology and Cardiovascular Medicine · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include ECG Monitoring and Analysis, Cardiac Imaging and Diagnostics, Cardiovascular Function and Risk Factors, and Cardiovascular Disease and Adiposity.
Artificial Intelligence–Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms
Development and multinational validation of an ensemble deep learning algorithm for detecting and predicting structural heart disease using noisy single-lead electrocardiograms
PRIME 2.0: Proposed Requirements for Cardiovascular Imaging-Related Multimodal-AI Evaluation
A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression
Severe aortic stenosis detection by deep learning applied to echocardiography
An explainable machine learning-based phenomapping strategy for adaptive predictive enrichment in randomized clinical trials
A phenomapping-derived tool to personalize the selection of anatomical vs. functional testing in evaluating chest pain (ASSIST)
Assessment of Prognostic Value of Left Ventricular Global Longitudinal Strain for Early Prediction of Chemotherapy-Induced Cardiotoxicity