Publications in collaboration with researchers from Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina (115)

2025

  1. An explainable deep-learning model reveals clinical clues in diabetic retinopathy through SHAP

    Biomedical Signal Processing and Control, Vol. 102

  2. Beyond the ground truth, XGBoost model applied to sleep spindle event detection

    IEEE Journal of Biomedical and Health Informatics

  3. Data augmentation in predictive maintenance applicable to hydrogen combustion engines: a review: Data Augmentation in Predictive Maintenance..: A. Schwarz et al.

    Artificial Intelligence Review, Vol. 58, Núm. 1

  4. Deep Learning-Based Glioma Segmentation of 2D Intraoperative Ultrasound Images: A Multicenter Study Using the Brain Tumor Intraoperative Ultrasound Database (BraTioUS)

    Cancers, Vol. 17, Núm. 2

  5. Effects of a novel non-pharmacological intervention based on respiratory biofeedback, neurofeedback and median nerve stimulation to treat children with ADHD

    Frontiers in Human Neuroscience, Vol. 19

  6. Lower perturbational complexity index after transcranial magnetic stimulation in schizophrenia patients

    Progress in Neuro-Psychopharmacology and Biological Psychiatry, Vol. 137

  7. SleepECG-Net: Explainable Deep Learning Approach With ECG for Pediatric Sleep Apnea Diagnosis

    IEEE Journal of Biomedical and Health Informatics, Vol. 29, Núm. 2, pp. 1021-1034

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. Analysis of the Neural Networks Dynamics Associated to Resting-State Electroencephalographic Activity in Schizophrenia Patients

    2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2024 - Proceedings

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

    Computer Methods and Programs in Biomedicine, Vol. 249

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

    Computer Methods and Programs in Biomedicine, Vol. 250

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

    Asian Journal of Psychiatry

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

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

  9. 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

  10. 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

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

    Scientific Reports, Vol. 14, Núm. 1

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

    IFMBE Proceedings

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

    Computer Methods and Programs in Biomedicine, Vol. 246