Daniel Álvarez

ResearcherID Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Heart Rate Variability

Machine Learning

Convolutional Neural Network

Top Venues

Entropy (Basel, Switzerland)

Physiological measurement

Pediatric pulmonology

This page only lists publications with an associated author ORCID identifier.

Publications

Jeremy Levy, Daniel Álvarez, Félix Del Campo, Joachim A Behar
Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry. Nature communications 14 (1) (2023)
Gonzalo C Gutiérrez-Tobal, Daniel Álvarez, Leila Kheirandish-Gozal, Félix Del Campo, David Gozal, Roberto Hornero
Reliability of machine learning to diagnose pediatric obstructive sleep apnea: Systematic review and meta-analysis. Pediatric pulmonology (2021)
Joachim A Behar, Yosi Shamay, Daniel Álvarez, Félix Del Campo, Thomas Penzel
From sleep medicine to medicine during sleep. Physiological measurement 42 (12) (2021)
Jeremy Levy, Daniel Álvarez, Félix Del Campo, Joachim A Behar
Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers. Physiological measurement 42 (5) (2021)
Verónica Barroso-García, Gonzalo C Gutiérrez-Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix Del Campo, Leila Kheirandish-Gozal, Roberto Hornero
Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children. Sensors (Basel, Switzerland) 21 (4) (2021)
Adrián Martín-Montero, Gonzalo C Gutiérrez-Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix Del Campo, Leila Kheirandish-Gozal, Roberto Hornero
Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy (Basel, Switzerland) 23 (8) (2021)
Jeremy Levy, Daniel Álvarez, Aviv A Rosenberg, Alexandra Alexandrovich, Félix Del Campo, Joachim A Behar
Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use. NPJ digital medicine 4 (1) (2021)
Adrián Martín-Montero, Gonzalo C Gutiérrez-Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix Del Campo, Leila Kheirandish-Gozal, Roberto Hornero
Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 2021, 23, 1016. Entropy (Basel, Switzerland) 23 (11) (2021)
Jorge Jiménez-García, Gonzalo C Gutiérrez-Tobal, María García, Leila Kheirandish-Gozal, Adrián Martín-Montero, Daniel Álvarez, Félix Del Campo, David Gozal, Roberto Hornero
Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost. Entropy (Basel, Switzerland) 22 (6) (2020)
Daniel Álvarez, C Ainhoa Arroyo, Julio F de Frutos, Andrea Crespo, Ana Cerezo-Hernández, Gonzalo C Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Fernando Moreno, Tomás Ruiz, Roberto Hornero, Félix Del Campo
Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach. Entropy (Basel, Switzerland) 22 (12) (2020)
Daniel Álvarez, Ana Sánchez-Fernández, Ana M Andrés-Blanco, Gonzalo C Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Roberto Hornero, Félix Del Campo
Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses. Entropy (Basel, Switzerland) 21 (4) (2019)
Daniel Álvarez, Andrea Crespo, Fernado Vaquerizo-Villar, Gonzalo Cesar Gutierrez-Tobal, Ana Cerezo-Hernández, Verónica Barroso-García, J Mark Ansermino, Guy A Dumont, Roberto Hornero, Felix Del Campo, Ainara Garde
Symbolic dynamics to enhance diagnostic ability of portable oximetry from the phone oximeter in the detection of paediatric sleep apnoea. Physiological measurement (2018)
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix Del Campo, David Gozal, Roberto Hornero
Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome. PloS one 13 (12) (2018)