Publications (121) RAFAEL SEBASTIAN AGUILAR publications

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2025

  1. A robust shape model for blood vessels analysis

    Applied Mathematics and Computation, Vol. 487

  2. Implementation of a Cellular Automaton for efficient simulations of atrial arrhythmias

    Medical Image Analysis, Vol. 101

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. Beyond the root: Geometric characterization for the diagnosis of syndromic heritable thoracic aortic diseases

    Computers in Biology and Medicine, Vol. 182

  3. Digital twinning of the human ventricular activation sequence to Clinical 12-lead ECGs and magnetic resonance imaging using realistic Purkinje networks for in silico clinical trials

    Medical Image Analysis, Vol. 94

  4. 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. Assessment of Risk for Ventricular Tachycardia based on Extensive Electrophysiology Simulations

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2023, pp. 1-4

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

    Computing in Cardiology

  4. Cellular Automata for Fast Simulations of Arrhythmogenic Atrial Substrate

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

  5. Characterization of the Electrophysiological Characteristics of Chronic Atrial Fibrillation for Efficient Simulations

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2023, pp. 1-4

  6. Enhanced optimization-based method for the generation of patient-specific models of Purkinje networks

    Scientific Reports, Vol. 13, Núm. 1

  7. Evaluation of Automata-Based Simulations for Atrial Fibrillation in 2D/3D Geometries Reproducing Disease Progression

    Computing in Cardiology

  8. Role of Fiber Direction and Ionic Heterogeneities in Atrial Arrhythmia Simulations

    Computing in Cardiology

  9. Role of Heterogeneous Ionic Profiles in Atrial Fibrillation Propagation. A Population of Models Study

    Computing in Cardiology

  10. Substrate-Specific Simulations of Atrial Fibrillation Reproducing Electrophysiological Clinical Markers

    Computing in Cardiology

2022

  1. An Automata-Based Cardiac Electrophysiology Simulator to Assess Arrhythmia Inducibility

    Mathematics, Vol. 10, Núm. 8

  2. Inference of Number and Location of Purkinje Root Nodes and Ventricular Conduction Properties from Clinical 12-Lead ECGs for Cardiac Digital Twinning

    Computing in Cardiology

  3. Machine Learning Based Cell Model for Fast Approximation of Cellular Action Potential to Enable Clinical Translation

    Computing in Cardiology

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

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