Félix del Campo
Orcid: 0000-0002-4554-2167
According to our database1,
Félix del Campo
authored at least 51 papers
between 2006 and 2024.
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Bibliography
2024
An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals.
Biomed. Signal Process. Control., January, 2024
2023
An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea.
Comput. Biol. Medicine, October, 2023
A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry.
Comput. Biol. Medicine, 2022
Slow EEG Oscillation to Characterize Pediatric Sleep Apnea and Associated Cognitive Impairments.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea.
IEEE J. Biomed. Health Informatics, 2021
Sensors, 2021
Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use.
npj Digit. Medicine, 2021
Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 2021, 23, 1016.
Entropy, 2021
Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea.
Entropy, 2021
Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis.
Comput. Biol. Medicine, 2021
Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults.
Appl. Soft Comput., 2021
Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost.
Entropy, 2020
Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach.
Entropy, 2020
Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers.
CoRR, 2020
Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis.
Comput. Methods Programs Biomed., 2020
Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings.
IEEE J. Biomed. Health Informatics, 2019
Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses.
Entropy, 2019
Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Usefulness of Spectral Analysis of Respiratory Rate Variability to Help in Pediatric Sleep Apnea-Hypopnea Syndrome Diagnosis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings.
Comput. Methods Programs Biomed., 2018
Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home.
Entropy, 2017
Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome.
Entropy, 2017
Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Utility of AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome From Single-Channel Airflow.
IEEE Trans. Biomed. Eng., 2016
2015
Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women.
Entropy, 2015
Diagnosis of pediatric obstructive sleep apnea: Preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients' home.
Biomed. Signal Process. Control., 2015
Analysis and classification of oximetry recordings to predict obstructive sleep apnea severity in children.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Exploring the spectral information of airflow recordings to help in pediatric Obstructive Sleep Apnea-Hypopnea Syndrome diagnosis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Statistical and nonlinear analysis of oximetry from respiratory polygraphy to assist in the diagnosis of Sleep Apnea in children.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Pattern recognition in airflow recordings to assist in the sleep apnoea-hypopnoea syndrome diagnosis.
Medical Biol. Eng. Comput., 2013
Assessment of Feature Selection and Classification Approaches to Enhance Information from overnight oximetry in the Context of Apnea Diagnosis.
Int. J. Neural Syst., 2013
Assessment of spectral bands of interest in airflow signal to assist in sleep apnea-hypopnea syndrome diagnosis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE Trans. Biomed. Eng., 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Prospective evaluation of logistic regression models from overnight oximetry to assist in sleep apnea diagnosis.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Multivariate Analysis of Blood Oxygen Saturation Recordings in Obstructive Sleep Apnea Diagnosis.
IEEE Trans. Biomed. Eng., 2010
Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis.
Medical Biol. Eng. Comput., 2010
2008
Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry.
Medical Biol. Eng. Comput., 2008
Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry.
Comput. Methods Programs Biomed., 2008
2007
Utility of Approximate Entropy From Overnight Pulse Oximetry Data in the Diagnosis of the Obstructive Sleep Apnea Syndrome.
IEEE Trans. Biomed. Eng., 2007
Improving diagnostic ability of blood oxygen saturation from overnight pulse oximetry in obstructive sleep apnea detection by means of central tendency measure.
Artif. Intell. Medicine, 2007
2006
Artif. Intell. Medicine, 2006
Cross Approximate Entropy Analysis of Nocturnal Oximetry Signals in the Diagnosis of the Obstructive Sleep Apnea Syndrome.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006