Area of research
Cardiology and Cardiovascular Medicine
Research interest
Research interests include Cardiac electrophysiology and arrhythmias, Cardiac pacing and defibrillation studies, Cardiac Arrhythmias and Treatments, and Cardiovascular Function and Risk Factors.
Two-Stage Self-Supervised Contrastive Learning Aided Transformer for Real-Time Medical Image Segmentation.
The Anatomy of Coronary Risk: How Arterial Geometry Shapes Coronary Artery Disease Through Blood Flow Haemodynamics – Latest Methods, Insights and Clinical Implications
Extreme cardiac MRI analysis under respiratory motion: Results of the CMRxMotion challenge
Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challenge
Human atrial skinned muscle fibers exhibit reduced length-dependent activation but show faster force development kinetics than ventricular muscle.
A model for the human fetal ventricular myocyte electrophysiology.
Safety Outcomes of Hybrid Open Chest Transvenous Lead Extraction: A Multicenter Experience.
MorphiNet: A Graph Subdivision Network for Adaptive Bi-ventricle Surface Reconstruction.
Weaving the Digital Tapestry: Methods for Emulating Cohorts of Cardiac Digital Twins Using Gaussian Processes.
Automated generation of ablation lesion masks: a unison of electro and optic flow mapping for persistent AF virtual cohorts.
AortaST: A Student-Teacher Framework for Multi-class Aortic Segmentation
Developing cardiac digital twin populations powered by machine learning provides electrophysiological insights in conduction and repolarization
The philosophical foundations of digital twinning
SciBlend: Advanced data visualization workflows within Blender
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results
Leadless and extravascular cardiac resynchronization therapy: the future for CRT?
Abstract 4370248: Novel Foundation Models for Detecting and Generating Text Reports of Atrial Fibrillation from 12-lead ECGs in a Large Registry
Is regional atrial strain a useful surrogate of regional atrial fibrosis in atrial cardiomyopathy?
An in silico guide for ventriculo-ventricular delay programming for left bundle branch-optimized cardiac resynchronization therapy.
AutoEmulate: A Python package for semi-automated emulation
Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations
Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies.
Heart Size Difference Drives Sex-Specific Response to Cardiac Resynchronization Therapy: A Post Hoc Analysis of the MORE-MPP CRT Trial.
High Prevalence of New Clinically Significant Findings in Patients With Embolic Stroke of Unknown Source Evaluated by Cardiac Magnetic Resonance Imaging.
Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies
Cell to whole organ global sensitivity analysis on a four-chamber heart electromechanics model using Gaussian processes emulators
Effect of scar and His–Purkinje and myocardium conduction on response to conduction system pacing
Atrial fibrillation ablation outcome prediction with a machine learning fusion framework incorporating cardiac computed tomography