Publications by the researcher in collaboration with UNAI IRUSTA ZARANDONA (9)

2022

  1. Analysis of Few-Shot Techniques for Fungal Plant Disease Classification and Evaluation of Clustering Capabilities Over Real Datasets

    Frontiers in Plant Science, Vol. 13

2020

  1. Aprendizaje máquina para la predicción del éxito de la desfibrilación mediante el análisis de la forma de onda de la fibrilación ventricular

    XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB 2020: Libro de actas

  2. Few-Shot Learning approach for plant disease classification using images taken in the field

    Computers and Electronics in Agriculture, Vol. 175

  3. ¿Por qué las técnicas de aprendizaje profundo superan a las técnicas de aprendizaje automático tradicionales?

    Revista DYNA, Vol. 95, Núm. 2, pp. 119-122

2019

  1. 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

  2. Deep neural networks for ECG-based pulse detection during out-of-hospital cardiac arrest

    Entropy, Vol. 21, Núm. 3

  3. Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia

    PLoS ONE, Vol. 14, Núm. 5

2018

  1. Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG

    Computing in Cardiology

2017

  1. Contaje de mitosis en imágenes histológicas mediante redes neuronales convolucionales

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