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ORCIDGabriel Juliá-Serdá
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2020 – today
- 2020
[j8]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: 129586-129599 (2020)- [j7]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: 158523-158537 (2020) - [j6]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: 105235 (2020) - [j5]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: 105640 (2020) - [j4]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): 17825-17841 (2020)
2010 – 2019
- 2018
- [j3]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): 1203-1219 (2018) - 2017
- [j2]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: 47-58 (2017) - [c4]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: 1-5 - [c3]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: 1-5 - 2015
- [j1]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): 2932-2957 (2015) - 2013
- [c2]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: 959-962 - [c1]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: 266-271
Coauthor Index
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