Publications in collaboration with researchers from Universitat de Barcelona (9)

2022

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

    Frontiers in Physiology, Vol. 13

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)

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

    2014 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), VOL 41

2013

  1. Understanding the mechanisms amenable to CRT response: From pre-operative multimodal image data to patient-specific computational models

    Medical and Biological Engineering and Computing, Vol. 51, Núm. 11, pp. 1235-1250

2009

  1. Cardiac motion estimation from intracardiac electrical mapping data: Identifying a septal flash in heart failure

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