Functional Imaging and Modeling of the Heart

.- Multiscale & Multimodality Imaging.

.- Nuclear Patterning of Developing Cells in Murine Ventricular Heart Walls.

.- Description of the Local Arrangement of Laminar Structure in Human Left Ventricular Free Wall Using X-Ray Phase-Contrast Micro-Tomography.

.- Progressive Microstructural Remodeling in the Infarcted Left Ventricle Analyzed by Diffusion Tensor MRI.

.- ?-PoIssoNN: Learning Atrial Activation Map from the ECG with Physics- Informed Neural Networks.

.- Myocardial Stiffness Quantification using Ultrasound Shear Wave Elastography and Reduced Modeling for Subject-specific Simulations.

.- Uncertainty-Informed Multimodal Infarct Age Prediction from Imaging and Clinical Data.

.- Learning the Fiber Orientation of the Right Ventricle from a Single Electroanatomical Map with Physics-Informed Neural Networks.

.- Universal Coordinates and Parametrization Methods for Mitral Valve Dynamic Simulations.

.- Population-Based Personalization of a 2D Diffusion-Based Model of Myocardial Infarct.

.- Integrated Framework for Unified Cardiac and Vascular Mesh Construction from Medical Images.

.- Image Processing and Visualization.

.- An Automatic Self-Supervised Phase-Based Approach to Aligned Long-Axis Strain Measurements in Four Chamber Cardiovascular Magnetic Resonance Imaging.

.- Evaluating Cardiac Strains from One and Two Short-Axis Slice Models Based on DENSE and Cine MRI.

.- Evaluating the Effect of Post-Processing Steps When Analyzing Cardiac Diffusion Tensor Data.

.- A Pediatric Cardiac Shape Atlas: Insights into the Structure of Young Healthy Hearts.

.- Streamlining 4D Cardiac Image Workflows: Open-Source Tools for Segmentation, Registration, and Visualization.

.- Automated Global and Regional Segmentation of Cardiac Diffusion Tensor Images.

.- Characterizing Global & Regional Cardiac Diffusion Tensor Imaging Metrics in Healthy Subjects.

.- Analysis of Cardiac Dynamic Global Function.

.- Large Deformation Diffeomorphic Cardiac Strain Mapping.

.- A Deep Learning Framework for Fetal Heart Tracking in Ultrasound Videos: Toward Enhanced Congenital Heart Defects Detection.

.- 3D Reconstruction of the Left Atrial Geometry from 2D Echocardiographic Images Using Deep Learning.

.- Semantic Video Diffusion Models for Long Echocardiogram Generation.

.- Using Foundation Models as Pseudo-Label Generators for Pre-Clinical 4D Cardiac CT Segmentation.

.- Deep Learning-based Thoracic Aorta Segmentation from 4D Flow MRI: Methods Comparison.

.- Investigating the Domain Adaptability of General-Purpose Foundation Models for Left Atrium Segmentation from MR Images.

.- Three-Dimensional Whole Heart Shape Reconstruction for Wearable Ultrasound Patches: A Deep Learning Approach and Experimental Study.

.- Single Image Multi-Endpoint Analysis using Deep Learning.

.- Contribution of Point Prompts in Echocardiographic Segmentation.

.- Clinical Translations of Computational Modeling across Medical Specialties.

.- Patient-Specific Hemodynamic Modeling for Patients with Left Ventricle Assist Device.

.- Automatic Identification of Optimal Transseptal Puncture Localization and Device Configuration with Patient-Specific Haemodynamic Modelling in Patients Undergoing Left Atrial Appendage Occlusion.

.- Shape and Flow Characterization of the Pulmonary Arteries After the LeCompte Maneuver.

.- Patient-Specific Prediction of Transcatheter Edge-to-Edge Mitral Valve Repair.

.- Lumped Parameter Modeling of the Hypoplastic Left Heart Syndrome during Birth.

.- An Open-Source End-to-End Pipeline for Generating 3D+t Biventricular Meshes from Cardiac Magnetic Resonance Imaging.

.- Automatically Generated Cardiovascular Digital Twin in Critical Care: A Proof of Concept Study.

.- Geometry Optimization of Idealized Total Cavopulmonary Connection Using a CFD-based Framework.

.- Interactive Effects Between Papillary Muscle Approximation and Ring Annuloplasty to Repair Functional Mitral Regurgitation in Enlarged Ventricles.

.- A Modelling Study of Right Ventricular Dynamics with Valvular Regurgitation.

.- Diastolic Hemodynamics of the Human Mitral Valve following Transcatheter Edge-to-Edge Repair.

.- Left Ventricle Hemodynamic Force Analysis to Assess Cardiac Functional Changes in Obstructive Hypertrophic Cardiomyopathy.