Publicaciones en colaboración con investigadores/as de Universidad Católica San Antonio (23)

2023

  1. Analysis of the Asymmetry between Both Eyes in Early Diagnosis of Glaucoma Combining Features Extracted from Retinal Images and OCTs into Classification Models

    Sensors, Vol. 23, Núm. 10

2022

  1. Analysis of the Asymmetry in RNFL Thickness Using Spectralis OCT Measurements in Healthy and Glaucoma Patients

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

  2. Decision Trees for Glaucoma Screening Based on the Asymmetry of the Retinal Nerve Fiber Layer in Optical Coherence Tomography

    Sensors, Vol. 22, Núm. 13

2021

  1. Automatic segmentation of the retinal nerve fiber layer by means of mathematical morphology and deformable models in 2D optical coherence tomography imaging

    Sensors, Vol. 21, Núm. 23

2019

  1. Automatic Measurement of ISNT and CDR on Retinal Images by Means of a Fast and Efficient Method Based on Mathematical Morphology and Active Contours

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

2017

  1. Bioinspired architecture selection for multitask learning

    Frontiers in Neuroinformatics, Vol. 11

2016

  1. Early-stage atherosclerosis detection using deep learning over carotid ultrasound images

    Applied Soft Computing Journal, Vol. 49, pp. 616-628

2015

  1. Convergence analysis of multidimensional parametric deformable models

    Computer Vision and Image Understanding, Vol. 135, pp. 157-177

  2. Dynamic modelling of the whole heart based on a frequency formulation and implementation of parametric deformable models

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

  3. Estimation of the arterial diameter in ultrasound images of the common carotid artery

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

  4. Related tasks selection to multitask learning schemes

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

2013

  1. Active contours tool for the common carotid artery layers segmentation in ultrasound images

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

  2. Comparison of finite difference and B-spline deformable models in characterization of 3D data

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

  3. Exploiting diversity of neural network ensembles based on extreme learning machine

    Neural Network World, Vol. 23, Núm. 5, pp. 395-409

  4. Neural architecture design based on extreme learning machine

    Neural Networks, Vol. 48, pp. 19-24

2012

  1. Design and training of neural architectures using extreme learning machine

    Neurocomputing: Learning, Architectures and Modeling (Nova Science Publishers, Inc.), pp. 119-145

  2. Improving learning by using artificial hints

    Neurocomputing, Vol. 79, pp. 18-25

2010

  1. An efficient statistics-based method for the automated detection of sperm whale clicks

    Applied Acoustics, Vol. 71, Núm. 5, pp. 451-459

2007

  1. Characterization of artificial muscles using image processing

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

  2. Multitask learning with data editing

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