Simone Pezzuto

Orcid: 0000-0002-7432-0424

According to our database1, Simone Pezzuto authored at least 30 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Digital Twinning of Cardiac Electrophysiology Models From the Surface ECG: A Geodesic Backpropagation Approach.
IEEE Trans. Biomed. Eng., April, 2024

Δ-PINNs: Physics-informed neural networks on complex geometries.
Eng. Appl. Artif. Intell., January, 2024

Explicit stabilized multirate methods for the monodomain model in cardiac electrophysiology.
CoRR, 2024

2023
Probabilistic learning of the Purkinje network from the electrocardiogram.
CoRR, 2023

Shape of my heart: Cardiac models through learned signed distance functions.
CoRR, 2023

Boundary Integral Formulation of the Cell-by-Cell Model of Cardiac Electrophysiology.
CoRR, 2023

Effect of Gap Junction Distribution, Size, and Shape on the Conduction Velocity in a Cell-by-Cell Model for Electrophysiology.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

On the Accuracy of Eikonal Approximations in Cardiac Electrophysiology in the Presence of Fibrosis.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

The Fibrotic Kernel Signature: Simulation-Free Prediction of Atrial Fibrillation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

A Novel Mapping Strategy of Repetitive Patterns in Consecutive Recordings to Localize Atrial Fibrillation Sources: an In-Silico Study.
Proceedings of the Computing in Cardiology, 2023

2022
Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps.
Eng. Comput., 2022

Learning cardiac activation maps from 12-lead ECG with multi-fidelity Bayesian optimization on manifolds.
CoRR, 2022

Smoothness and continuity of cost functionals for ECG mismatch computation.
CoRR, 2022

Computer Simulations of Composite Maps for Detection of Atrial Fibrillation Mechanisms.
Proceedings of the Computing in Cardiology, 2022

Fibrosis Reduces the Coincidence of Repetitive Activation Patterns between the Coronary Sinus and Atrial Regions in Simulated Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2022

Tracking of Atrial Fibrillation Drivers Based on Propagation Patterns: An In-Silico Study.
Proceedings of the Computing in Cardiology, 2022

2021
Fast characterization of inducible regions of atrial fibrillation models with multi-fidelity Gaussian process classification.
CoRR, 2021

GEASI: Geodesic-based Earliest Activation Sites Identification in cardiac models.
CoRR, 2021

Uncertainty Quantification for the 12-lead ECG: a Lead Field Approach.
CoRR, 2021

Fast and Accurate Uncertainty Quantification for the ECG with Random Electrodes Location.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Learning Atrial Fiber Orientations and Conductivity Tensors from Intracardiac Maps Using Physics-Informed Neural Networks.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Spatial Relationship Between Atrial Fibrillation Drivers and the Presence of Repetitive Conduction Patterns Using Recurrence Analysis on In-Silico Models.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Space-time shape uncertainties in the forward and inverse problem of electrocardiography.
CoRR, 2020

PIEMAP: Personalized Inverse Eikonal Model from Cardiac Electro-Anatomical Maps.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

2019
High-dimensional and higher-order multifidelity Monte Carlo estimators.
J. Comput. Phys., 2019

Fibrillation Patterns Creep and Jump in a Detailed Three-Dimensional Model of the Human Atria.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019

On Sampling Spatially-Correlated Random Fields for Complex Geometries.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019

2018
Anatomically-Induced Fibrillation in a 3D Model of the Human Atria.
Proceedings of the Computing in Cardiology, 2018

Acute Morphological Changes in P-Wave Morphology During Pulmonary Vein Isolation in Atrial Fibrillation Patients.
Proceedings of the Computing in Cardiology, 2018

2014
Patient-Specific Parameter Estimation for a Transversely Isotropic Active Strain Model of Left Ventricular Mechanics.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014


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