Gabriel Juliá-Serdá

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2020 J jnl
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device.
IEEE Access
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2020 J jnl
Greedy based convolutional neural network optimization for detecting apnea.
Comput. Methods Programs Biomed.
Sheikh Shanawaz Mostafa, Darío Baptista, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
2020 J jnl
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection.
IEEE Access
Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
2020 J jnl
SC3: self-configuring classifier combination for obstructive sleep apnea.
Neural Comput. Appl.
Sheikh Shanawaz Mostafa, Fábio Mendonça, Gabriel Juliá-Serdá, Fernando Morgado Dias, Antonio G. Ravelo-García
2020 J jnl
Sleep apnea: Tracking effects of a first session of CPAP therapy by means of Granger causality.
Comput. Methods Programs Biomed.
Alvaro D. Orjuela-Cañón, Alexander Cerquera, Jan A. Freund, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2018 J jnl
A portable wireless device based on oximetry for sleep apnea detection.
Computing
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2017 — conf
A Minimally Invasive Portable System for Sleep Apnea Detection.
IWOBI
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2017 — conf
A minimallyinvasive portable system for sleep apnea detection.
IWOBI
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2017 J jnl
Heart rate variability feature selection in the presence of sleep apnea: An expert system for the characterization and detection of the disorder.
Comput. Biol. Medicine
Sofía I. Martín-González, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Jan F. Kraemer, Niels Wessel, Antonio G. Ravelo-García
2015 J jnl
Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection.
Entropy
Antonio G. Ravelo-García, Jan F. Kraemer, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Javier Navarro-Esteva, Gabriel Juliá-Serdá, Thomas Penzel, Niels Wessel
2013 — conf
Cepstrum Coefficients of the RR Series for the Detection of Obstructive Sleep Apnea Based on Different Classifiers.
EUROCAST (2)
Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Sofía I. Martín-González, Eduardo Hernández-Pérez, Pedro J. Quintana-Morales, Iván Guerra Moreno, Javier Navarro-Esteva, Gabriel Juliá-Serdá
2013 — conf
Cepstrum Feature Selection for the Classification of Sleep Apnea-Hypopnea Syndrome based on Heart Rate Variability.
CinC
Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Sofía I. Martín-González, Pedro J. Quintana-Morales, Iván Guerra Moreno, Gabriel Juliá-Serdá