Browsing by Author "Álvarez, Daniel"

Now showing items 1-8 of 8

A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry

Jiménez García, Jorge; García, María; Gutiérrez Tobal, Gonzalo César; Kheirandish Gozal, Leila; Vaquerizo Villar, Fernando ; Álvarez, Daniel; Campo Matias, Félix del ; Gozal, David; Hornero Sánchez, Roberto (2022)
An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea

Vaquerizo Villar, Fernando ; Gutiérrez Tobal, Gonzalo César; Calvo, Eva; Álvarez, Daniel; Kheirandish Gozal, Leila; Campo Matias, Félix del ; Hornero Sánchez, Roberto (2023)
Assessment of airflow and oximetry signals to detect pediatric sleep apnea-hypopnea syndrome using AdaBoost

Jiménez García, Jorge; Gutiérrez Tobal, Gonzalo César; García Gadañón, María ; Kheirandish Gozal, Leila; Martín Montero, Adrián; Álvarez, Daniel; Campo Matias, Félix del ; Gozal, David; Hornero Sánchez, Roberto (2020)
Caracterización de la apnea del sueño infantil mediante nuevas bandas espectrales del EEG

Martín Montero, Adrián; Gutiérrez Tobal, Gonzalo César; Poza Crespo, Jesús ; Álvarez, Daniel; Vaquerizo Villar, Fernando ; Barroso García, Verónica ; Ruiz Gómez, Saúl José ; Kheirandish Gozal, Leila; Campo Matias, Félix del ; Gozal, David; Hornero Sánchez, Roberto (2018)
Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry

Vaquerizo Villar, Fernando ; Álvarez, Daniel; Kheirandish Gozal, Leila; Gutiérrez Tobal, Gonzalo César; Barroso García, Verónica ; Campo Matias, Félix del ; Gozal, David; Hornero Sánchez, Roberto (2019)
Influence of chronic obstructive pulmonary disease and moderate-to-severe sleep apnoea in overnight cardiac autonomic modulation: time, frequency and non-linear analyses

Álvarez, Daniel; Sánchez Fernández, Ana; Andrés Blanco, Ana María; Gutiérrez Tobal, Gonzalo César; Vaquerizo Villar, Fernando ; Barroso García, Verónica ; Hornero Sánchez, Roberto ; Campo Matias, Félix del (2019)
Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability

Martín Montero, Adrián; Armañac Julián, Pablo; Gil, Eduardo; Kheirandish Gozal, Leila; Álvarez, Daniel; Lázaro, Jesús; Bailón, Raquel; Gozal, David; Laguna, Pablo; Hornero Sánchez, Roberto ; Gutiérrez Tobal, Gonzalo César (2023)
Usefulness of Spectral Analysis of Respiratory Rate Variability to Help in Pediatric Sleep Apnea-Hypopnea Syndrome Diagnosis

Barroso García, Verónica ; Gutiérrez Tobal, Gonzalo César; Kheirandish Gozal, Leila; Álvarez, Daniel; Vaquerizo Villar, Fernando ; Campo Matias, Félix del ; Gozal, David; Hornero Sánchez, Roberto (2019)