Publicaciones en colaboración con investigadores/as de Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina (24)

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

2023

  1. Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry

    Nature Communications, Vol. 14, Núm. 1

  2. Sleep-disordered breathing: Diagnosis

    Sleep Medicine: A Comprehensive Guide for Transitioning Pediatric to Adult Care (Springer International Publishing), pp. 69-95

2022

  1. Deep-Learning Model Based on Convolutional Neural Networks to Classify Apnea-Hypopnea Events from the Oximetry Signal

    Advances in experimental medicine and biology, Vol. 1384, pp. 255-264

  2. Diagnosis of Obstructive Sleep Apnea in Patients with Associated Comorbidity

    Advances in experimental medicine and biology, Vol. 1384, pp. 43-61

  3. Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution

    Sleep, Vol. 45, Núm. 2

  4. Oximetry Indices in the Management of Sleep Apnea: From Overnight Minimum Saturation to the Novel Hypoxemia Measures

    Advances in experimental medicine and biology, Vol. 1384, pp. 219-239

  5. Reliability of machine learning to diagnose pediatric obstructive sleep apnea: Systematic review and meta-analysis

    Pediatric Pulmonology, Vol. 57, Núm. 8, pp. 1931-1943

2021

  1. Bispectral analysis of heart rate variability to characterize and help diagnose pediatric sleep apnea

    Entropy, Vol. 23, Núm. 8

  2. Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis

    Computers in Biology and Medicine, Vol. 129

  3. Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use

    npj Digital Medicine, Vol. 4, Núm. 1

  4. Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults

    Applied Soft Computing, Vol. 111

  5. Erratum to: Martín-montero et al. bispectral analysis of heart rate variability to characterize and help diagnose pediatric sleep apnea. entropy 2021, 23, 1016

    Entropy

  6. From sleep medicine to medicine during sleep

    Physiological Measurement, Vol. 42, Núm. 12

  7. Heart rate variability spectrum characteristics in children with sleep apnea

    Pediatric Research, Vol. 89, Núm. 7, pp. 1771-1779

  8. Impact of atmospheric nitrogen dioxide on emergency department visits for asthma in a low air pollution area: A time series and case-crossover study

    Emergencias, Vol. 33, Núm. 6, pp. 421-426

  9. Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers

    Physiological Measurement, Vol. 42, Núm. 5

  10. Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker

    Frontiers in Neuroscience, Vol. 15

  11. Risk models for predicting in-hospital mortality from COVID-19 pneumonia in the elderly

    Emergencias, Vol. 33, Núm. 4, pp. 282-291

  12. Wavelet analysis of overnight airflow to detect obstructive sleep apnea in children

    Sensors, Vol. 21, Núm. 4, pp. 1-19