Publications by the researcher in collaboration with Unai Irusta Zarandona (25)

2021

  1. A Machine Learning-Based Pulse Detection Algorithm for Use during Cardiopulmonary Resuscitation

    Computing in Cardiology

  2. Shock decision algorithm for use during load distributing band cardiopulmonary resuscitation

    Resuscitation, Vol. 165, pp. 93-100

2020

  1. Detection of Shockable Rhythms Using Convolutional Neural Networks during Chest Compressions Provided by a Load Distributing Band

    Computing in Cardiology

  2. Restoration of the electrocardiogram during mechanical cardiopulmonary resuscitation

    Physiological Measurement, Vol. 41, Núm. 10

  3. Rhythm analysis during cardiopulmonary resuscitation using convolutional neural networks

    Entropy, Vol. 22, Núm. 6

  4. Stationary Wavelet Transform for the Extraction of the Impedance Circulation Component during Out-of-hospital Cardiac Arrest

    Computing in Cardiology

2019

  1. A Machine Learning Shock Decision Algorithm for Use During Piston-Driven Chest Compressions

    IEEE Transactions on Biomedical Engineering, Vol. 66, Núm. 6, pp. 1752-1760

  2. A Multistage Algorithm for ECG Rhythm Analysis during Piston-Driven Mechanical Chest Compressions

    IEEE Transactions on Biomedical Engineering, Vol. 66, Núm. 1, pp. 263-272

  3. A Robust Machine Learning Architecture for a Reliable ECG Rhythm Analysis during CPR

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  4. Automatic cardiac rhythm classification with concurrent manual chest compressions

    IEEE Access, Vol. 7, pp. 115147-115159

  5. Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  6. Diagnóstico del ritmo cardíaco durante la resucitación cardiopulmonar mediante técnicas de aprendizaje profundo

    Hacia una salud personalizada y universal. XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Actas del Congreso CASEIB 2019

  7. ECG-based Random Forest Classifier for Cardiac Arrest Rhythms

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2018

  1. An Accurate Shock Advise Algorithm for Use during Piston-Driven Chest Compressions

    Computing in Cardiology

  2. Diagnóstico del Ritmo Cardíaco durante la Resucitación Cardiopulmonar Administrada mediante una Banda de Distribución de Carga

    Libro de Actas del XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica

  3. ECG Rhythm Analysis during Manual Chest Compressions Using an Artefact Removal Filter and Random Forest Classifiers

    Computing in Cardiology

  4. Fuzzy and sample entropies as predictors of patient survival using short ventricular fibrillation recordings during out of hospital cardiac arrest

    Entropy, Vol. 20, Núm. 8

2017

  1. Arnasketa eta bihotz-maiztasunaren monitorizazioaburmuineko oximetria seinaleak erabiliz

    II. Ikergazte nazioarteko ikerketa euskaraz: Kongresuko artikulu-bilduma.

  2. Removing piston-driven mechanical chest compression artefacts from the ECG

    Computing in Cardiology

  3. Solución Multietapa para Diagnóstico del Ritmo Cardíaco durante la Resucitación Cardiopulmonar

    XXXV Congreso anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas