Publicaciones en colaboración con investigadores/as de Hospital Universitario de Valladolid (32)

2024

  1. Accurate and Interpretable Deep Learning Model for Sleep Staging in Children with Sleep Apnea from Pulse Oximetry

    IFMBE Proceedings

2023

  1. Connectivity-based Meta-Bands: A new approach for automatic frequency band identification in connectivity analyses

    NeuroImage, Vol. 280

  2. Derivation and validation of a blood biomarker score for 2-day mortality prediction from prehospital care: a multicenter, cohort, EMS-based study

    Internal and Emergency Medicine, Vol. 18, Núm. 6, pp. 1797-1806

  3. Gene Co-Expression Networks Offer New Perspectives on Sepsis Pathophysiology

    IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 20, Núm. 6, pp. 3660-3668

2022

  1. Headache-related circuits and high frequencies evaluated by EEG, MRI, PET as potential biomarkers to differentiate chronic and episodic migraine: Evidence from a systematic review

    Journal of Headache and Pain, Vol. 23, Núm. 1

  2. Schizophrenia induces abnormal frequency-dependent patterns of dynamic brain network reconfiguration during an auditory oddball task

    Journal of neural engineering, Vol. 19, Núm. 1

2020

  1. A robust method for the automatic location of the optic disc and the fovea in fundus images

    Computer Methods and Programs in Biomedicine, Vol. 196

  2. Effective fundus image decomposition for the detection of red lesions and hard exudates to aid in the diagnosis of diabetic retinopathy

    Sensors (Switzerland), Vol. 20, Núm. 22, pp. 1-17

  3. Exploring EEG spectral patterns in episodic and chronic migraine during the interictal state: Determining frequencies of interest in the resting state

    Pain Medicine (United States), Vol. 21, Núm. 12, pp. 3530-3538

2019

  1. Analysis of Volume Conduction Effects on Different Functional Connectivity Metrics: Application to Alzheimer's Disease EEG Signals

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  2. Combination of global features for the automatic quality assessment of retinal images

    Entropy, Vol. 21, Núm. 3

  3. Entropy rate superpixel classification for automatic red lesion detection in fundus images

    Entropy, Vol. 21, Núm. 4

  4. Topography of activation deficits in schizophrenia during P300 task related to cognition and structural connectivity

    European Archives of Psychiatry and Clinical Neuroscience, Vol. 269, Núm. 4, pp. 419-428

2018

  1. Altered predictive capability of the brain network EEG model in schizophrenia during cognition

    Schizophrenia Research, Vol. 201, pp. 120-129

  2. Deficit of entropy modulation of the EEG in schizophrenia associated to cognitive performance and symptoms. A replication study

    Schizophrenia Research, Vol. 195, pp. 334-342

  3. Deficits of entropy modulation in schizophrenia are predicted by functional connectivity strength in the theta band and structural clustering

    NeuroImage: Clinical, Vol. 18, pp. 382-389

  4. Quantification of Graph Complexity Based on the Edge Weight Distribution Balance: Application to Brain Networks

    International Journal of Neural Systems, Vol. 28, Núm. 1

  5. Relations between structural and EEG-based graph metrics in healthy controls and schizophrenia patients

    Human Brain Mapping, Vol. 39, Núm. 8, pp. 3152-3165

2017

  1. Exploring non-stationarity patterns in schizophrenia: Neural reorganization abnormalities in the alpha band

    Journal of Neural Engineering, Vol. 14, Núm. 4

  2. Functional EEG network analysis in schizophrenia: Evidence of larger segregation and deficit of modulation

    Progress in Neuro-Psychopharmacology and Biological Psychiatry, Vol. 76, pp. 116-123