Publicaciones en colaboración con investigadores/as de Universidad de Extremadura (64)

2023

  1. Unraveling brain fog in post-COVID syndrome: Relationship between subjective cognitive complaints and cognitive function, fatigue, and neuropsychiatric symptoms

    European Journal of Neurology

2022

  1. Diagnosis of Alzheimer's disease and behavioural variant frontotemporal dementia with machine learning-aided neuropsychological assessment using feature engineering and genetic algorithms

    International Journal of Geriatric Psychiatry, Vol. 37, Núm. 2

  2. GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms

    Medical and Biological Engineering and Computing, Vol. 60, Núm. 9, pp. 2737-2756

  3. Genetic Algorithms for Optimized Diagnosis of Alzheimer’s Disease and Frontotemporal Dementia Using Fluorodeoxyglucose Positron Emission Tomography Imaging

    Frontiers in Aging Neuroscience, Vol. 13

  4. SunMap: A Solar Image Processing Software for Obtaining Synoptic Maps

    Solar Physics, Vol. 297, Núm. 8

2020

  1. An accurate vegetation and non-vegetation differentiation approach based on land cover classification

    Remote Sensing, Vol. 12, Núm. 23, pp. 1-29

  2. Deep learning for land cover classification using only a few bands

    Remote Sensing, Vol. 12, Núm. 12

  3. Improving land cover classification using extended multi-attribute profiles (EMAP) enhanced color, near infrared, and LiDAR data

    Remote Sensing, Vol. 12, Núm. 9

2019

  1. A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images

    IEEE Geoscience and Remote Sensing Letters, Vol. 16, Núm. 12, pp. 1869-1873

  2. An application of machine learning with feature selection to improve diagnosis and classification of neurodegenerative disorders

    BMC Bioinformatics, Vol. 20, Núm. 1

  3. Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification

    IEEE Geoscience and Remote Sensing Letters, Vol. 16, Núm. 5, pp. 776-780

  4. Machine learning in the clinical and language characterisation of primary progressive aphasia variants

    Cortex, Vol. 119, pp. 312-323

  5. Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis

    International Geoscience and Remote Sensing Symposium (IGARSS)

  6. Performance of change detection algorithms using heterogeneous images and Extended Multi-Attribute Profiles (EMAPs)

    Remote Sensing, Vol. 11, Núm. 20

  7. Portability Study of an OpenCL Algorithm for Automatic Target Detection in Hyperspectral Images

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 11, pp. 9499-9511

2018

  1. Clustering analysis of FDG-Pet imaging in primary progressive aphasia

    Frontiers in Aging Neuroscience, Vol. 10, pp. 1-12

  2. Evolutionary design of the memory subsystem

    Applied Soft Computing Journal, Vol. 62, pp. 1088-1101

  3. Multicore Real-Time Implementation of a Full Hyperspectral Unmixing Chain

    IEEE Geoscience and Remote Sensing Letters, Vol. 15, Núm. 5, pp. 744-748

2017

  1. Parallel implementation of a full hyperspectral unmixing chain using OpenCL

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 10, Núm. 6, pp. 2452-2461

  2. Performance-Power Evaluation of an OpenCL Implementation of the Simplex Growing Algorithm for Hyperspectral Unmixing

    IEEE Geoscience and Remote Sensing Letters, Vol. 14, Núm. 3, pp. 304-308