Publicaciones en colaboración con investigadores/as de Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina (107)

2024

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

    IFMBE Proceedings

  2. An Explainable Deep-Learning Model to Aid in the Diagnosis of Age Related Macular Degeneration

    IFMBE Proceedings

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

    Biomedical Signal Processing and Control, Vol. 87

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

    Computer Methods and Programs in Biomedicine, Vol. 249

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

    Computer Methods and Programs in Biomedicine, Vol. 250

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

    Asian Journal of Psychiatry

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

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

  8. 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

  9. 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

  10. Tracking EEG network dynamics through transitions between eyes-closed, eyes-open, and task states

    Scientific Reports, Vol. 14, Núm. 1

  11. Transfer Learning from the Domain of Diabetic Retinopathy to Aid in the Detection of Age-Related Macular Degeneration

    IFMBE Proceedings

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

    Computer Methods and Programs in Biomedicine, Vol. 246

  13. 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