| Assessment of airflow and oximetry signals to detect pediatric sleep apnea-hypopnea syndrome using AdaBoost J Jiménez-García, GC Gutiérrez-Tobal, M García, L Kheirandish-Gozal, ... Entropy 22 (6), 670, 2020 | 52 | 2020 |
| Heart rate variability spectrum characteristics in children with sleep apnea A Martín-Montero, GC Gutiérrez-Tobal, L Kheirandish-Gozal, ... Pediatric research 89 (7), 1771-1779, 2021 | 44 | 2021 |
| Pediatric sleep apnea: the overnight electroencephalogram as a phenotypic biomarker GC Gutiérrez-Tobal, J Gomez-Pilar, L Kheirandish-Gozal, ... Frontiers in Neuroscience 15, 644697, 2021 | 28 | 2021 |
| Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability A Martín-Montero, P Armanac-Julián, E Gil, L Kheirandish-Gozal, ... Computers in Biology and Medicine 154, 106549, 2023 | 26 | 2023 |
| Bispectral analysis of heart rate variability to characterize and help diagnose pediatric sleep apnea A Martín-Montero, GC Gutiérrez-Tobal, D Gozal, V Barroso-García, ... Entropy 23 (8), 1016, 2021 | 26 | 2021 |
| ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis C García-Vicente, GC Gutiérrez-Tobal, J Jiménez-García, ... Computers in biology and medicine 167, 107628, 2023 | 20 | 2023 |
| Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution A Martín-Montero, GC Gutiérrez-Tobal, L Kheirandish-Gozal, ... Sleep 45 (2), zsab214, 2022 | 18 | 2022 |
| SleepECG-Net: explainable deep learning approach with ECG for pediatric sleep apnea diagnosis C García-Vicente, GC Gutiérrez-Tobal, F Vaquerizo-Villar, ... IEEE Journal of Biomedical and Health Informatics, 2024 | 7 | 2024 |
| Persistent sleep‐disordered breathing independently contributes to metabolic syndrome in prepubertal children P Armañac‐Julián, A Martín‐Montero, J Lázaro, R Hornero, P Laguna, ... Pediatric Pulmonology 59 (1), 111-120, 2024 | 7 | 2024 |
| Slow EEG Oscillation to Characterize Pediatric Sleep Apnea and Associated Cognitive Impairments GC Gutiérrez–Tobal, J Gomez–Pilar, L Kheirandish–Gozal, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 4 | 2022 |
| Heart rate variability analysis in pediatric obstructive sleep apnea: automated signal processing to identify biomarkers and help in the diagnosis A Martín Montero | 3 | 2024 |
| Spectral EEG differences in children with obstructive sleep apnea LK Gozal, GC Gutierrez-Tobal, A Martin-Montero, J Poza, D Alvarez, ... B66. SRN: CURRENT AND EMERGING TREATMENT THERAPIES TO IMPROVE SLEEP, A7375-A7375, 2019 | 3 | 2019 |
| Pulse rate variability analysis to enhance oximetry as at-home alternative for sleep apnea diagnosing GC Gutiérrez-Tobal, D Álvarez, F Vaquerizo-Villar, V Barroso-García, ... World Congress on Medical Physics and Biomedical Engineering 2018: June 3-8 …, 2018 | 3 | 2018 |
| Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA) A Martín-Montero, F Vaquerizo-Villar, C García-Vicente, ... Scientific Reports 15 (1), 17574, 2025 | 2 | 2025 |
| Accurate and Interpretable Deep Learning Model for Sleep Staging in Children with Sleep Apnea from Pulse Oximetry F Vaquerizo-Villar, D Álvarez, GC Gutiérrez-Tobal, A Martín-Montero, ... European Medical and Biological Engineering Conference, 38-47, 2024 | 2 | 2024 |
| Characterization of changes in HRV metrics during sleep apnea episodes in pediatric patients P Armañac-Julián, A Martín-Montero, J Lázaro, S Kontaxis, D Álvarez, ... 2022 12th Conference of the European Study Group on Cardiovascular …, 2022 | 2 | 2022 |
| Phenotypic Characterization of Sleep Apnea Using Clusters Derived from Subject-Based SpO2 Weighted Correlation Networks. J Gomez-Pilar, A Martin-Montero, F Vaquerizo-Villar, ... Annual International Conference of the IEEE Engineering in Medicine and …, 2025 | 1 | 2025 |
| Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea P Armanac-Julián, A Martín-Montero, S Hietakoste, J Lázaro, ... 2023 Computing in Cardiology (CinC) 50, 1-4, 2023 | 1 | 2023 |
| Network analysis on overnight EEG spectrum to assess relationships between paediatric sleep apnoea and cognition GC Gutiérrez-Tobal, J Gomez-Pilar, L Kheirandish-Gozal, ... Mediterranean Conference on Medical and Biological Engineering and Computing …, 2019 | 1 | 2019 |
| Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2 C García-Vicente, GC Gutiérrez-Tobal, F Vaquerizo-Villar, ... Measurement, 120259, 2025 | | 2025 |
