Publications in collaboration with researchers from Hospital Universitario 12 de Octubre (11)

2022

  1. Early diagnosis of multiple sclerosis using swept-source optical coherence tomography and convolutional neural networks trained with data augmentation

    Sensors, Vol. 22, Núm. 1

  2. Objective diagnosis of fibromyalgia using neuroretinal evaluation and artificial intelligence

    International journal of clinical and health psychology, Vol. 22, Núm. 2, pp. 31-40

2021

  1. Automatic diagnosis of bipolar disorder using optical coherence tomography data and artificial intelligence

    Journal of Personalized Medicine, Vol. 11, Núm. 8

  2. Diagnosis of multiple sclerosis using multifocal ERG data feature fusion

    Information Fusion, Vol. 76, pp. 157-167

  3. Early diagnosis of multiple sclerosis by OCT analysis using Cohen's d method and a neural network as classifier

    Computers in Biology and Medicine, Vol. 129

2020

  1. Empirical mode decomposition-based filter applied to multifocal electroretinograms in multiple sclerosis diagnosis

    Sensors (Switzerland), Vol. 20, Núm. 1

  2. Identification of clusters in multifocal electrophysiology recordings to maximize discriminant capacity (patients vs. control subjects)

    Documenta Ophthalmologica, Vol. 140, Núm. 1, pp. 43-53

2019

  1. A computer-aided diagnosis of multiple sclerosis based on mfVEP recordings

    PLoS ONE, Vol. 14, Núm. 4

  2. Computer-aided diagnosis of multiple sclerosis using a support vector machine and optical coherence tomography features

    Sensors (Switzerland), Vol. 19, Núm. 23

  3. Diagnostic ability of multifocal electroretinogram in early multiple sclerosis using a new signal analysis method

    PLoS ONE, Vol. 14, Núm. 11

2018

  1. Empirical mode decomposition processing to improve multifocal-visual-evoked-potential signal analysis in multiple sclerosis

    PLoS ONE, Vol. 13, Núm. 4