Gabriel Juliá-Serdá

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 10

Top Topics

Heart Rate Variability

Convolutional Neural Network

Classifier Combination

Top Venues

Comput. Methods Programs Biomed.

Publications

Sheikh Shanawaz Mostafa, Darío Baptista, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
Greedy based convolutional neural network optimization for detecting apnea. Comput. Methods Programs Biomed. 197 (2020)
Sheikh Shanawaz Mostafa, Fábio Mendonça, Gabriel Juliá-Serdá, Fernando Morgado Dias, Antonio G. Ravelo-García
SC3: self-configuring classifier combination for obstructive sleep apnea. Neural Comput. Appl. 32 (24) (2020)
Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection. IEEE Access 8 (2020)
Alvaro D. Orjuela-Cañón, Alexander Cerquera, Jan A. Freund, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
Sleep apnea: Tracking effects of a first session of CPAP therapy by means of Granger causality. Comput. Methods Programs Biomed. 187 (2020)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device. IEEE Access 8 (2020)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
A portable wireless device based on oximetry for sleep apnea detection. Computing 100 (11) (2018)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
A Minimally Invasive Portable System for Sleep Apnea Detection. IWOBI (2017)
Sofía I. Martín-González, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Jan F. Kraemer, Niels Wessel, Antonio G. Ravelo-García
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 91 (2017)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
A minimallyinvasive portable system for sleep apnea detection. IWOBI (2017)
Antonio G. Ravelo-García, Jan F. Kraemer, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Javier Navarro-Esteva, Gabriel Juliá-Serdá, Thomas Penzel, Niels Wessel
Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection. Entropy 17 (5) (2015)
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
Cepstrum Feature Selection for the Classification of Sleep Apnea-Hypopnea Syndrome based on Heart Rate Variability. CinC (2013)
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
Cepstrum Coefficients of the RR Series for the Detection of Obstructive Sleep Apnea Based on Different Classifiers. EUROCAST (2) (2013)