Publications in collaboration with researchers from University of Florida (13)

2019

  1. Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination

    Neurocomputing, Vol. 326-327, pp. 61-68

2018

  1. A 2D/3D convolutional neural network for brain white matter lesion detection in multimodal MRI

    Advances in Intelligent Systems and Computing

2017

  1. Brain white matter lesion segmentation with 2D/3D CNN

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

  2. Resting State Effective Connectivity Allows Auditory Hallucination Discrimination

    International Journal of Neural Systems, Vol. 27, Núm. 5

2016

  1. Eigenanatomy on fractional anisotropy imaging provides white matter anatomical features discriminating between Alzheimer’s disease and late onset bipolar disorder

    Current Alzheimer Research, Vol. 13, Núm. 5, pp. 557-565

  2. Image Understanding Applications of Lattice Autoassociative Memories

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 27, Núm. 9, pp. 1920-1932

  3. Innovations in healthcare and medicine editorial

    Computers in Biology and Medicine

  4. Late onset bipolar disorder versus alzheimer disease

    Smart Innovation, Systems and Technologies

  5. Review of automatic segmentation methods of white matter lesions on MRI data

    Smart Innovation, Systems and Technologies

2015

  1. Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM

    Neural Networks, Vol. 68, pp. 23-33

  2. Discrimination between Alzheimer's disease and late onset bipolar disorder using multivariate analysis

    Frontiers in Aging Neuroscience, Vol. 7, Núm. DEC

2012

  1. A novel lattice associative memory based on dendritic computing

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

2002

  1. On Endmember detection in Hyperspectral Images with Morphological Associative Memories

    Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)