Félix del Campo

Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use

Jeremy Levy, Daniel Álvarez, Aviv A. Rosenberg et al. · npj Digital Medicine · 2021 · 128 citations · Full text

Medicine, Health Informatics, Health Data Standards +16

Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings

Gonzalo C. Gutiérrez‐Tobal, Daniel Álvarez, Andrea Crespo et al. · IEEE Journal of Biomedical and Health Informatics · 2018 · 81 citations · Full text

Medicine, Health Informatics, Biomedical Signal Processing +16

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

Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez‐Tobal et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 75 citations · Full text

Medicine, Health Informatics, Pediatrics +15

Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost

Jorge Jiménez-García, Gonzalo C. Gutiérrez‐Tobal, María García et al. · Entropy · 2020 · 41 citations · Full text

Medicine, Child Health, Pediatrics +17

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

Gonzalo C. Gutiérrez‐Tobal, Daniel Álvarez, Fernando Vaquerizo-Villar et al. · Applied Soft Computing · 2021 · 40 citations · Full text

Computing, Data Science, Physiology +16