Publicaciones en colaboración con investigadores/as de Universidad del País Vasco/Euskal Herriko Unibertsitatea (15)

2021

  1. ICA-based denoising strategies in breath-hold induced cerebrovascular reactivity mapping with multi echo BOLD fMRI

    NeuroImage, Vol. 233

2016

  1. Brain MRI morphological patterns extraction tool based on Extreme Learning Machine and majority vote classification

    Neurocomputing, Vol. 174, pp. 344-351

2013

  1. Cocaine dependent classification on MRI data extracting features from voxel based morphometry

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

  2. Diagnosis of bipolar disorder based on principal component analysis and SVM

    Advances in Intelligent Systems and Computing

  3. Extreme learning machines for feature selection and classification of cocaine dependent patients on structural MRI data

    Neural Processing Letters, Vol. 38, Núm. 3, pp. 375-387

  4. Impact of Circularity Analysis on Classification Results: A Case Study in the Detection of Cocaine Addiction Using Structural MRI

    Communications in Computer and Information Science

  5. Lattice independent component analysis feature selection on diffusion weighted imaging for Alzheimer's disease classification

    Neurocomputing, Vol. 114, pp. 132-141

2012

  1. A two stage sequential ensemble applied to the classification of Alzheimer's disease based on MRI features

    Neural Processing Letters, Vol. 35, Núm. 1, pp. 1-12

  2. Cocaine dependent classification using brain magnetic resonance imaging

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

  3. Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features

    Neuroscience Letters, Vol. 520, Núm. 1, pp. 71-76

  4. Impact of analysis circularity: A case study in cocaine addiction detection on MRI

    Frontiers in Artificial Intelligence and Applications

2011

  1. Alzheimer disease classification on diffusion weighted imaging features

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

  2. Computer Aided Diagnosis system for Alzheimer Disease using brain Diffusion Tensor Imaging features selected by Pearson's correlation

    Neuroscience Letters, Vol. 502, Núm. 3, pp. 225-229

2010

  1. A comparison of VBM results by SPM, ICA and LICA

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

  2. Neural classifiers for schizophrenia diagnostic support on diffusion imaging data

    Neural Network World, Vol. 20, Núm. 7, pp. 935-949