Publications in collaboration with researchers from Universitat Pompeu Fabra (50)

2024

  1. Automatic and interpretable prediction of the site of origin in outflow tract ventricular arrhythmias: machine learning integrating electrocardiograms and clinical data

    Frontiers in Cardiovascular Medicine, Vol. 11

  2. Patient Stratification Based on Fast Simulation of Cardiac Electrophysiology on Digital Twins

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023

  1. Analysis of Non-imaging Data

    AI and Big Data in Cardiology: a Practical Guide (Springer International Publishing), pp. 183-200

  2. Automatic Prediction of the Origin in Outflow Tract Ventricular Arrhythmias with Machine Learning Combining Clinical Data and Electrocardiogram Analysis

    Computing in Cardiology

2022

  1. Meshless Electrophysiological Modeling of Cardiac Resynchronization Therapy—Benchmark Analysis with Finite-Element Methods in Experimental Data

    Applied Sciences (Switzerland), Vol. 12, Núm. 13

  2. Personalized Fast Electrophysiology Simulations to Evaluate Arrhythmogenicity of Ventricular Slow Conduction Channels

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Training machine learning models with synthetic data improves the prediction of ventricular origin in outflow tract ventricular arrhythmias

    Frontiers in Physiology, Vol. 13

2021

  1. Cardiac computational modelling

    Revista Espanola de Cardiologia, Vol. 74, Núm. 1, pp. 65-71

2020

  1. In silico pace-mapping: Prediction of left vs. right outflow tract origin in idiopathic ventricular arrhythmias with patient-specific electrophysiological simulations

    Europace, Vol. 22, Núm. 9, pp. 1419-1430

2019

  1. A rule-based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts

    International Journal for Numerical Methods in Biomedical Engineering, Vol. 35, Núm. 4

  2. Predicting the Origin of Outflow Tract Ventricular Arrhythmias Using Machine Learning Techniques Trained with Patient-Specific Electrophysiological Simulations

    Computing in Cardiology

2017

  1. A rule-based method to model myocardial fiber orientation for simulating ventricular outflow tract arrhythmias

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. An atlas- and data-driven approach to initializing reaction-diffusion systems in computer cardiac electrophysiology

    International Journal for Numerical Methods in Biomedical Engineering, Vol. 33, Núm. 8

  3. Quasi-conformal technique for integrating and validating myocardial tissue characterization in MRI with ex-vivo human histological data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2016

  1. Analysis of microstructure of the cardiac conduction system based on three-dimensional confocal microscopy

    PLoS ONE, Vol. 11, Núm. 10

2015

  1. Estimation of Purkinje trees from electro-anatomical mapping of the left ventricle using minimal cost geodesics

    Medical Image Analysis, Vol. 24, Núm. 1, pp. 52-62

2014

  1. Estimation of electrical pathways finding minimal cost paths from electro-anatomical mapping of the left ventricle

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Inverse Estimation of Ventricular Purkinje Tree Pathways from Sequences of Depolarization

    2014 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), VOL 41

  3. Inverse estimation of ventricular purkinje tree pathways from sequences of depolarization

    Computing in Cardiology

2013

  1. Characterization and modeling of the peripheral cardiac conduction system

    IEEE Transactions on Medical Imaging, Vol. 32, Núm. 1, pp. 45-55