Publications in collaboration with researchers from Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina (135)

2025

  1. A Python toolbox for neural circuit parameter inference

    npj Systems Biology and Applications, Vol. 11, Núm. 1

  2. An Ensemble Model for Fundus Images to Aid in Age-Related Macular Degeneration Grading

    Diagnostics, Vol. 15, Núm. 20

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

    Biomedical Signal Processing and Control, Vol. 102

  4. Beyond the Ground Truth, XGBoost Model Applied to Sleep Spindle Event Detection

    IEEE Journal of Biomedical and Health Informatics, Vol. 29, Núm. 7, pp. 4873-4883

  5. Bridging motor execution and motor imagery BCI paradigms: An inter-task transfer learning approach

    Biomedical Signal Processing and Control, Vol. 107

  6. Calibration-free Ocular artifact reduction in EEG signals using a montage-independent deep learning model

    Biomedical Signal Processing and Control, Vol. 110

  7. Concatenation Augmentation for Improving Deep Learning Models in Finance NLP with Scarce Data

    Electronics (Switzerland), Vol. 14, Núm. 11

  8. 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

  9. 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

  10. Development and Validation of an Affordable Wearable Multichannel EEG System With Active Electrodes and Innovative Flexible Headbands

    IEEE Access, Vol. 13, pp. 83983-83995

  11. Editorial: The role of code-modulated evoked potentials in next-generation brain-computer interfacing

    Frontiers in Human Neuroscience

  12. Effect of MAPT gene variations on the brain electrical activity: A multiplex network study

    Biomedical Signal Processing and Control, Vol. 110

  13. 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

  14. Effects of the combined letter fluency task on frontal cortex regional and dynamic oxygenation patterns

    Scientific Reports, Vol. 15, Núm. 1

  15. Enhancing user experience in c-VEP-based BCI: Effects of visual stimulus opacity on performance and visual fatigue

    Biomedical Signal Processing and Control, Vol. 108

  16. Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA)

    Scientific Reports, Vol. 15, Núm. 1

  17. Integrative and interpretable framework to unveil the neurophysiological fingerprint of Alzheimer's disease and mild cognitive impairment: A machine learning-SHAP approach

    Biocybernetics and Biomedical Engineering, Vol. 45, Núm. 3, pp. 438-450

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

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