Search Results - "Juliá‐Serdá, Gabriel"

Greedy based convolutional neural network optimization for detecting apnea by Mostafa, Sheikh Shanawaz, Baptista, Darío, Ravelo-García, Antonio G., Juliá-Serdá, Gabriel, Morgado-Dias, Fernando

“…•The proposed method requires less computation time to optimize CNN's structure for patient detection.•The best CNNs acquires through our proposed method…”
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Improving the understanding of sleep apnea characterization using Recurrence Quantification Analysis by defining overall acceptable values for the dimensionality of the system, the delay, and the distance threshold by Martín-González, Sofía, Navarro-Mesa, Juan L, Juliá-Serdá, Gabriel, Ramírez-Ávila, G Marcelo, Ravelo-García, Antonio G

“…Our contribution focuses on the characterization of sleep apnea from a cardiac rate point of view, using Recurrence Quantification Analysis (RQA), based on a…”
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SC3: self-configuring classifier combination for obstructive sleep apnea by Mostafa, Sheikh Shanawaz, Mendonça, Fábio, Juliá-Serdá, Gabriel, Morgado-Dias, Fernando, Ravelo-García, Antonio G.

“…Obstructive sleep apnea is considered to be one of the most prevalent sleep-related disorders that can affect the general population. However, the gold…”
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Survival and Lung Function Changes in Hypersensitivity Pneumonitis According to Radiological Phenotypes Compared With Idiopathic Pulmonary Fibrosis by Juliá-Serdá, Gabriel, Navarro-Esteva, Javier, Doreste-Salgado, Laura, Véliz-Flores, Ibrahim, Pestana-Santana, Rubén, González-Martín, Jesús María, Rodríguez-de Castro, Felipe

“…The main objective of this study was to estimate survival and changes in lung function in patients with chronic hypersensitivity pneumonitis (HP), both…”
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Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection by Antonio G. Ravelo-García, Jan F. Kraemer, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Javier Navarro-Esteva, Gabriel Juliá-Serdá, Thomas Penzel, Niels Wessel

“…A diagnostic system for sleep apnea based on oxygen saturation and RR intervals obtained from the EKG (electrocardiogram) is proposed with the goal to detect…”
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Heart rate variability feature selection in the presence of sleep apnea: An expert system for the characterization and detection of the disorder by Martín-González, Sofía, Navarro-Mesa, Juan L., Juliá-Serdá, Gabriel, Kraemer, Jan F., Wessel, Niels, Ravelo-García, Antonio G.

“…We introduce a sleep apnea characterization and classification approach based on a Heart Rate Variability (HRV) feature selection process, thus focusing on the…”
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Sleep apnea: Tracking effects of a first session of CPAP therapy by means of Granger causality by Orjuela-Cañón, Alvaro D., Cerquera, Alexander, Freund, Jan A., Juliá-Serdá, Gabriel, Ravelo-García, Antonio G.

“…•Granger causality quantifies connectivity of a brain-heart network in apnea patients.•In brain subsystems, connectivity from theta to beta decreases in apnea…”
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Pulmonary Arterial Hypertension in Systemic Lupus Erythematosus: Prevalence and Predictors by Pérez-Peñate, Gregorio Miguel, Rúa-Figueroa, Iñigo, Juliá-Serdá, Gabriel, León-Marrero, Fernándo, García-Quintana, Antonio, Ortega-Trujillo, José Ramón, Erausquin-Arruabarrena, Celia, Rodríguez-Lozano, Carlos, Cabrera-Navarro, Pedro, Ojeda-Betancor, Nazario, Gómez-Sánchez, Miguel Ángel

“…Pulmonary arterial hypertension (PAH) prevalence has been reported to be between 0.5% and 17% in systemic lupus erythematosus (SLE). This study assessed PAH…”
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Air Travel and Acceleration of Lung Injury by Navarro-Esteva, Javier, Juliá-Serdá, Gabriel

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A portable wireless device based on oximetry for sleep apnea detection by Mendonça, Fábio, Mostafa, Sheikh Shanawaz, Morgado-Dias, Fernando, Navarro-Mesa, Juan L., Juliá-Serdá, Gabriel, Ravelo-García, Antonio G.

“…Obstructive sleep apnea is a highly prevalent sleep related breathing disorder and polysomnography is the gold standard exam for diagnosis. Despite providing…”
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Vanishing Lung Syndrome: Fifteen Years After Bullectomy by Navarro-Esteva, Javier, León-Marrero, Fernando, Medina-Cruz, Maria Victoria, Juliá-Serdá, Gabriel

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Prevalence of Sensitization to Blomia tropicalis among Young Adults in a Temperate Climate by Juliá-Serdá, Gabriel, Cabrera-Navarro, Pedro, Acosta-Fernández, Orlando, Martín-Pérez, Pedro, García-Bello, Miguel A., Antó-Boqué, Josep

“…Background. There are no previous population-based studies assessing the prevalence of Blomia tropicalis (BT). This investigation analyzes the prevalence of…”
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Prevalence of chronic obstructive pulmonary disease in the Canary Islands by Cabrera López, Carlos, Juliá Serdá, Gabriel, Cabrera Lacalzada, Cristina, Martín Medina, Ana, Gullón Blanco, José Antonio, García Bello, Miguel Ángel, Cabrera Navarro, Pedro

“…INTRODUCTIONThe prevalence of chronic obstructive pulmonary disease (COPD) varies significantly among the different geographical areas reported. In Spain, two…”
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Long-term Inhaled Nitric Oxide Plus Phosphodiesterase 5 Inhibitors for Severe Pulmonary Hypertension by Pérez-Peñate, Gregorio Miguel, MD, Juliá-Serdà, Gabriel, MD, Ojeda-Betancort, Nazario, MD, García-Quintana, Antonio, MD, Pulido-Duque, Juan, MD, Rodríguez-Pérez, Aurelio, MD, Cabrera-Navarro, Pedro, MD, Gómez-Sánchez, Miguel Angel, MD

“…Background Inhaled nitric oxide (iNO) is a potent pulmonary vasodilator, but therapeutic experience in patients with severe pulmonary hypertension is scarce…”
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Safety of inhaled nitric oxide withdrawal in severe chronic pulmonary hypertension by Pérez‐Peñate, Gregorio Miguel, Juliá‐Serdá, Gabriel, Galván‐Fernández, Helena, Alemán‐Segura, Desireé, León‐Marrero, Fernando, Garcia‐Quintana, Antonio, Larrinoa, Iñigo Rúa‐Fernández, Ortega‐Trujillo, José Ramón, Gómez‐Sánchez, Miguel Ángel

“…Inhaled nitric oxide (iNO) is a potent and selective pulmonary vasodilator with a safety concern due to rebound pulmonary hypertension (PH) associated with its…”
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Pulmonary Cavities after Diagnostic Transbronchial Cryobiopsy in a Lung Transplantation Patient by Sicilia Torres, Rebeca, Rodríguez de Castro, Felipe, Cabrera López, Carlos, Juliá Serdá, Gabriel, Rezola Sáez, Fernando, Pestana, Rubén

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Long-term cardiopulmonary function after thoracic sympathectomy: Comparison between the conventional and simplified techniques by Ponce González, Miguel Angel, MD, Serdá, Gabriel Juliá, MD, Suarez, Pedro Rodriguez, MD, Perez-Peñate, Gregorio, MD, Gilart, Jorge Freixinet, MD, Navarro, Pedro Cabrera, MD

“…Objective We sought to compare the long-term effects of conventional and simplified thoracic sympathectomy on cardiopulmonary function. Methods We performed a…”
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Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection by Mostafa, Sheikh Shanawaz, Mendonca, Fabio, Ravelo-Garcia, Antonio G., Julia-Serda, Gabriel, Morgado-Dias, Fernando

“…Obstructive sleep apnea (OSA) is a common sleep disorder characterized by interrupted breathing during sleep. Because of the cost, complexity, and…”
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Long-term pulmonary function after thoracic sympathectomy by Ponce González, Miguel A., Julià Serdà, Gabriel, Santana Rodríguez, Norberto, Rodríguez Suárez, Pedro, Pérez Peñate, Gregorio, Freixinet Gilart, Jordi, Cabrera Navarro, Pedro

“…The purpose of this study was to evaluate the long-term and midterm effects of thoracic sympathectomy on pulmonary function and to assess the influence of the…”
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High prevalence of asthma and atopy in the Canary Islands, Spain by Juliá-Serdá, Cabrera-Navarro, Acosta-Fernández, Martín-Pérez, Losada-Cabrera, García-Bello, Carrillo-Díaz, Antó-Boqué

“…OBJECTIVE: To evaluate the prevalence of and risk factors for asthma and related conditions in the Canaries, Spain.METHODS: From a randomised sample of 9506…”
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