Publications in collaboration with researchers from Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina (102)

2024

  1. An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals

    Biomedical Signal Processing and Control, Vol. 87

  2. Attention-based deep learning framework for automatic fundus image processing to aid in diabetic retinopathy grading

    Computer Methods and Programs in Biomedicine, Vol. 249

  3. Exploring the disruptions of the neurophysiological organization in Alzheimer's disease: An integrative approach

    Computer Methods and Programs in Biomedicine, Vol. 250

  4. Feeling out of synchrony: Investigating the vulnerability of self in subclinical realms

    Asian Journal of Psychiatry

  5. Persistent sleep-disordered breathing independently contributes to metabolic syndrome in prepubertal children

    Pediatric Pulmonology, Vol. 59, Núm. 1, pp. 111-120

  6. The relationship of problematic Facebook use and Facebook context on empathy for pain processing: A functional near-infrared spectroscopy study

    Computers in Human Behavior, Vol. 155

  7. The use of the eye-fixation-related potential to investigate visual perception in professional domains with high attentional demand: a literature review

    Neurological Sciences, Vol. 45, Núm. 5, pp. 1849-1860

  8. Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values

    Computer Methods and Programs in Biomedicine, Vol. 246

  9. Unveiling the alterations in the frequency-dependent connectivity structure of MEG signals in mild cognitive impairment and Alzheimer's disease

    Biomedical Signal Processing and Control, Vol. 87

2023

  1. Altered brain dynamics index levels of arousal in complete locked-in syndrome

    Communications Biology, Vol. 6, Núm. 1

  2. Are we missing something? Different obstructive sleep apnea phenotypes as a possible driver of discrepancies in cognitive recovery after continuous positive airway pressure treatment

    Sleep

  3. Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from EEG Using Deep Learning: A Promising Alternative for User-Friendly High-Speed c-VEP-Based BCIs

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

  4. Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea

    Computing in Cardiology

  5. Combining brain-computer interfaces and multiplayer video games: an application based on c-VEPs

    Frontiers in Human Neuroscience, Vol. 17

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

    NeuroImage, Vol. 280

  7. 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

  8. Disrupted relationship between intrinsic neural timescales and alpha peak frequency during unconscious states – A high-density EEG study

    NeuroImage, Vol. 265

  9. Editorial: Unraveling sleep and its disorders using novel analytical approaches, volume II

    Frontiers in Neuroscience

  10. Embodied strategies for public speaking anxiety: evaluation of the Corp-Oral program

    Frontiers in Human Neuroscience, Vol. 17

  11. 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