Area of research
Cardiology and Cardiovascular Medicine · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Computer science, Artificial intelligence, Segmentation, Pipeline (software), Tracking (education), and Database.
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
Three-dimensional right ventricular shape and strain in congenital heart disease patients with right ventricular chronic volume loading
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Algorithms for left atrial wall segmentation and thickness – Evaluation on an open-source CT and MRI image database
Transfer Learning From Simulations on a Reference Anatomy for ECGI in Personalized Cardiac Resynchronization Therapy
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge
Realistic Vendor-Specific Synthetic Ultrasound Data for Quality Assurance of 2-D Speckle Tracking Echocardiography: Simulation Pipeline and Open Access Database
Model-Based Generation of Large Databases of Cardiac Images: Synthesis of Pathological Cine MR Sequences From Real Healthy Cases
A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences From the Same Virtual Patients
Multiphysics and multiscale modelling, data–model fusion and integration of organ physiology in the clinic: ventricular cardiac mechanics
Noninvasive Personalization of a Cardiac Electrophysiology Model From Body Surface Potential Mapping
Detailed Evaluation of Five 3D Speckle Tracking Algorithms Using Synthetic Echocardiographic Recordings
A Pipeline for the Generation of Realistic 3D Synthetic Echocardiographic Sequences: Methodology and Open-Access Database
Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database
In vivo human cardiac fibre architecture estimation using shape-based diffusion tensor processing
3D Strain Assessment in Ultrasound (Straus): A Synthetic Comparison of Five Tracking Methodologies
Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models
Preliminary specificity study of the Bestel–Clément–Sorine electromechanical model of the heart using parameter calibration from medical images