Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome. - Daniel Álvarez; Leila Kheirandish-Gozal; Gonzalo C. Gutiérrez-Tobal; Andrea Crespo; Mona F. Philby; Meelad Mohammadi; Félix del Campo; David Gozal; Roberto Hornero (EMBC, 2015)

Analysis and classification of oximetry recordings to predict obstructive sleep apnea severity in children. - Gonzalo C. Gutiérrez-Tobal; Leila Kheirandish-Gozal; Daniel Álvarez; Andrea Crespo; Mona F. Philby; Meelad Mohammadi; Félix del Campo; David Gozal; Roberto Hornero (EMBC, 2015)

A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation. - Gonzalo C. Gutiérrez-Tobal; Julio de Frutos; Daniel Álvarez; Fernando Vaquerizo-Villar; Verónica Barroso-García; Andrea Crespo; Félix del Campo; Roberto Hornero (EMBC, 2017)

Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis. - Fernando Vaquerizo-Villar; Daniel Álvarez; Gonzalo C. Gutiérrez-Tobal; Verónica Barroso-García; Leila Kheirandish-Gozal; Andrea Crespo; Félix del Campo; David Gozal; Roberto Hornero (EMBC, 2017)

Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome. - Verónica Barroso-García; Gonzalo C. Gutiérrez-Tobal; Leila Kheirandish-Gozal; Daniel Álvarez; Fernando Vaquerizo-Villar; Andrea Crespo; Félix del Campo; David Gozal; Roberto Hornero (Entropy, 2017)

Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home. - Andrea Crespo; Daniel Álvarez; Gonzalo C. Gutiérrez-Tobal; Fernando Vaquerizo-Villar; Verónica Barroso-García; María Luz Alonso Álvarez; Joaquín Terán-Santos; Roberto Hornero; Félix del Campo (Entropy, 2017)

Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis. - Gonzalo C. Gutiérrez-Tobal; Leila Kheirandish-Gozal; Fernando Vaquerizo-Villar; Daniel Álvarez; Verónica Barroso-García; Andrea Crespo; Félix del Campo; David Gozal; Roberto Hornero (EMBC, 2018)

Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost. - Fernando Vaquerizo-Villar; Daniel Álvarez; Leila Kheirandish-Gozal; Gonzalo C. Gutiérrez-Tobal; Verónica Barroso-García; Andrea Crespo; Félix del Campo; David Gozal; Roberto Hornero (EMBC, 2018)

Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings. - Fernando Vaquerizo-Villar; Daniel Álvarez; Leila Kheirandish-Gozal; Gonzalo C. Gutiérrez-Tobal; Verónica Barroso-García; Andrea Crespo; Félix del Campo; David Gozal; Roberto Hornero (Comput. Methods Programs Biomed., 2018)

Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings. - Gonzalo C. Gutiérrez-Tobal; Daniel Álvarez; Andrea Crespo; Félix del Campo; Roberto Hornero (IEEE J. Biomed. Health Informatics, 2019)

Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks. - Fernando Vaquerizo-Villar; Daniel Álvarez; Leila Kheirandish-Gozal; Gonzalo C. Gutiérrez-Tobal; Javier Gomez-Pilar; Andrea Crespo; Félix del Campo; David Gozal; Roberto Hornero (EMBC, 2020)

Adopting Technological Devices in Hospital at Home: A Modelling and Simulation Perspective. - Ilaria Angela Amantea; Emilio Sulis; Guido Boella; Andrea Crespo; Dario Bianca; Enrico Brunetti; Renata Marinello; Marco Grosso; Jan-Christoph Zoels; Michele Visciola; Elena Guidorzi; Luisa Miolano; et al. (SIMULTECH, 2020)

A Modeling Framework for an Innovative e-Health Service: The Hospital at Home. - Ilaria Angela Amantea; Emilio Sulis; Guido Boella; Renata Marinello; Marco Grosso; Andrea Crespo (SIMULTECH (Selected Papers), 2020)

Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach. - Daniel Álvarez; C. Ainhoa Arroyo; Julio 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 (Entropy, 2020)

Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults. - Gonzalo C. Gutiérrez-Tobal; Daniel Álvarez; Fernando Vaquerizo-Villar; Andrea Crespo; Leila Kheirandish-Gozal; David Gozal; Félix del Campo; Roberto Hornero (Appl. Soft Comput., 2021)