Fernando Vaquerizo-Villar

发表

Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2018, Comput. Methods Programs Biomed..

Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome

Roberto Hornero, Daniel Álvarez, Félix del Campo, 2017, Entropy.

Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home

Roberto Hornero, Daniel Álvarez, Félix del Campo, 2017, Entropy.

Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome

Roberto Hornero, Daniel Álvarez, Fernando Vaquerizo-Villar, 2018, PloS one.

Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2020, Comput. Methods Programs Biomed..

Usefulness of Spectral Analysis of Respiratory Rate Variability to Help in Pediatric Sleep Apnea-Hypopnea Syndrome Diagnosis

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach

Daniel Álvarez, Fernando Vaquerizo-Villar, Gonzalo C. Gutiérrez-Tobal, 2020, Entropy.

Bispectral analysis of spontaneous EEG activity from patients with moderate dementia due to Alzheimer's disease

Roberto Hornero, Carlos Gómez, Jesús Poza, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses

Daniel Álvarez, Roberto Hornero, Fernando Vaquerizo-Villar, 2019, Entropy.

Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks

Roberto Hornero, Daniel Álvarez, Fernando Vaquerizo-Villar, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

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

Roberto Hornero, Daniel Álvarez, Félix del Campo, 2020, Comput. Biol. Medicine.

Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children

Roberto Hornero, Daniel Álvarez, Félix del Campo, 2021, Sensors.

A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

Roberto Hornero, Daniel Álvarez, Félix del Campo, 2021, IEEE Journal of Biomedical and Health Informatics.

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

Roberto Hornero, Daniel Álvarez, Félix del Campo, 2021, Appl. Soft Comput..

Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea–hypopnoea syndrome diagnosis

Roberto Hornero, Daniel Álvarez, Fernando Vaquerizo-Villar, 2018, Physiological measurement.