Félix del Campo - Publications, H-index & Citations

Félix del Campo

University of Valladolid

39H指数

235论文数

6.2K被引数

收录论文 58

发表时间

Long-range interdependencies aware signal analysis for rapid and accurate obstructive sleep apnea prediction 考虑长距离相互依赖关系的信号分析，用于快速准确地预测阻塞性睡眠呼吸暂停

Nature Communications

IF15.7

2026-09-22

OAAI

Zhenkun Wang; Chenzhong Yin; Anzhe Cheng; Xinghe Chen; Mingxi Cheng; Li An; Haoqing Wang; Haofan Sun; Li Ding; Stefan Mihaicuta; Lucretia Udrescu; David Gozal; Félix del Campo; Fernando Vaquerizo-Villar; Roberto Hornero; Jan Hedner; Winfried Randerath; David M. Mannino; Shahin Nazarian; Mihai Udrescu; Paul Bogdan

Key factors of the deranged antiviral response in elderly patients with COVID-19: a machine-learning analysis 老年COVID-19患者抗病毒反应紊乱的关键因素：一项机器学习分析

GeroScience

IF5.4

2026-04-22

OAAI

Tamara Postigo-Casado; Alicia Ortega; Alejandro Álvaro-Meca; Daniel Vélez-Serrano; Nadia García-Mateo; Ana P. Tedim; Raquel Almansa; Jose María Eiros; David de Gonzalo-Calvo; Anna Moncusí-Moix; Clara Gort-Paniello; Manel Perez-Pons; Marta Molinero; Marta Dominguez-Gil; Amanda de la Fuente; Laura González-González; Tania Luis-García; Fátima Rodríguez-Jara; Noelia Jorge; Jessica González; Gerard Torres; Oliver Norberto Gutiérrez-Pérez; María José Villegas; Sonia Campo; Eva Ayllón; Tomás Ruiz Albi; Julio de Frutos Arribas; Ainhoa Arroyo Domingo; Jessica Abadia-Otero; Julia Gómez Barquero; Wysali Trapiello; Luis Javier García Frade; Luis Inglada; Félix del Campo; Ferrán Barbé; Antoni Torres; Raúl López-Izquierdo; Jesús F. Bermejo-Martin

A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment 基于受试者的关联网络定义了新的儿科睡眠呼吸暂停表型，治疗后恢复几率不同

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2026-01-21

OAAI

Gutierrez-Tobal, Gonzalo C.; Gomez-Pilar, Javier; Ferreira-Santos, Daniela; Pereira-Rodrigues, Pedro; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto

Beyond the Ground Truth, XGBoost Model Applied to Sleep Spindle Event Detection 超越地面真实，XGBoost模型应用于睡眠纺锤事件检测

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-07-01

PREAI

Enrique Gurdiel; Fernando Vaquerizo-Villar; Javier Gomez-Pilar; Gonzalo C. Gutiérrez-Tobal; Félix del Campo; Roberto Hornero

Obstructive positional sleep apnea. Prevalence and characteristics

EUROPEAN RESPIRATORY JOURNAL

IF21

2024-10-30

PREAI

Camacho, Karla Margarita Cordero; Durante, Claudia Beigveder; Domingo, Carmen Ainhoa Arroyo; Diez, Fernando Gil; Suarez, Angela alvarez; Albi, Tomas Ruiz; Gonzalez, Daniel alvarez; Torrero, Fernando Moreno; Tobal, Gonzalo Gutierrrez; Villar, Fernando Vaquerizo; Sanchez, Roberto Hornero; Matias, Felix Del Campo

A new automated method to define clinically relevant pediatric sleep apnea phenotype

EUROPEAN RESPIRATORY JOURNAL

IF21

2024-10-30

PREAI

Camacho, Karla Margarita Cordero; Gomez-Pilar, Javier; Pereira-Rodrigues, Pedro; Ferreira-Santos, Daniela; Durante, Claudia Beigveder; Albi, Tomas Ruiz; Alvarez, Daniel Gonzalez; Gozal, David; Gutierrez-Tobal, Gonzalo C.; Hornero, Roberto; Del Campo, Felix

An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals 一种可解释的深度学习架构，用于从夜间气流和血氧饱和度信号中识别小儿睡眠呼吸暂停

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-01-01

OAAI

Jimenez-Garcia, Jorge; Garcia, Maria; Gutierrez-Tobal, Gonzalo C.; Kheirandish-Gozal, Leila; Vaquerizo-Villar, Fernando; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto

An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea 一种可解释的深度学习模型，用于儿童的睡眠状态，并提出睡眠呼吸暂停的新型EEG相关模式

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-10-01

OAAI

Vaquerizo-Villar, Fernando; Gutierrez-Tobal, Gonzalo C.; Calvo, Eva; Alvarez, Daniel; Kheirandish-Gozal, Leila; del Campo, Felix; Gozal, David; Hornero, Roberto

Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry

NATURE COMMUNICATIONS

IF15.7

2023-08-12

OAAI

Levy, Jeremy; alvarez, Daniel; Del Campo, Felix; Behar, Joachim A.

N-antigenemia detection by a rapid lateral flow test predicts 90-day mortality in COVID-19: A prospective cohort study

CLINICAL MICROBIOLOGY AND INFECTION

IF8.5

2022-10-01

OAAI

Almansa, Raquel; Maria Eiros, Jose; de Gonzalo-Calvo, David; Postigo, Tamara; Ortega, Alicia; Lopez-Izquierdo, Raul; Moncusi-Moix, Anna; Gort-Paniello, Clara; Dominguez-Gil, Marta; de la Fuente, Amanda; Gonzalez-Gonzalez, Laura; Luis-Garcia, Tania; Garcia-Mateo, Nadia; Tedim, Ana P.; Rodriguez-Jara, Fatima; Jorge, Noelia; Gonzalez, Jessica; Torres, Gerard; Norberto Gutierrez-Perez, Oliver; Jose Villegas, Maria; Campo, Sonia; Ayllon, Eva; Ruiz Albi, Tomas; de Frutos Arribas, Julio; Arroyo Domingo, Ainhoa; Abadia-Otero, Jesica; Gomez Barquero, Julia; Trapiello, Wysali; Garcia Frade, Luis Javier; Inglada, Luis; del Campo, Felix; Bermejo-Martin, Jesus F.; Barbe, Ferran; Torres, Antoni

A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry 使用气流和血氧定量法检测儿童睡眠呼吸暂停的2D卷积神经网络

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-08-01

OAAI

Jimenez-Garcia, Jorge; Garcia, Maria; Gutierrez-Tobal, Gonzalo C.; Kheirandish-Gozal, Leila; Vaquerizo-Villar, Fernando; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto

Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-11-03

OAAI

Gutierrez-Tobal, Gonzalo C.; Gomez-Pilar, Javier; Kheirandish-Gozal, Leila; Martin-Montero, Adrian; Poza, Jesus; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto

Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults 使用家庭血氧测定法评估成人睡眠呼吸暂停严重程度的集成学习回归

APPLIED SOFT COMPUTING

IF6.6

2021-11-01

OAAI

Gutierrez-Tobal, Gonzalo C.; Alvarez, Daniel; Vaquerizo-Villar, Fernando; Crespo, Andrea; Kheirandish-Gozal, Leila; Gozal, David; del Campo, Felix; Hornero, Roberto

Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution

SLEEP

IF4.9

2021-09-08

OAAI

Martin-Montero, Adrian; Gutierrez-Tobal, Gonzalo C.; Kheirandish-Gozal, Leila; Vaquerizo-Villar, Fernando; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto

A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea 卷积神经网络架构，以增强血氧饱和度诊断小儿阻塞性睡眠呼吸暂停的能力

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-08-01

OAAI

Vaquerizo-Villar, Fernando; Alvarez, Daniel; Kheirandish-Gozal, Leila; Gutierrez-Tobal, Gonzalo C.; Barroso-Garcia, Veronica; Santamaria-Vazquez, Eduardo; Del Campo, Felix; Gozal, David; Hornero, Roberto

Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children

SENSORS

IF3.5

2021-02-21

OAAI

Barroso-Garcia, Veronica; Gutierrez-Tobal, Gonzalo C.; Gozal, David; Vaquerizo-Villar, Fernando; Alvarez, Daniel; del Campo, Felix; Kheirandish-Gozal, Leila; Hornero, Roberto

Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-02-01

PREAI

Barroso-Garcia, Veronica; Gutierrez-Tobal, Gonzalo C.; Kheirandish-Gozal, Leila; Vaquerizo-Villar, Fernando; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto

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

NPJ DIGITAL MEDICINE

IF15.1

2021-01-04

OAAI

Levy, Jeremy; Alvarez, Daniel; Rosenberg, Aviv A.; Alexandrovich, Alexandra; del Campo, Felix; Behar, Joachim A.

Viral RNA load in plasma is associated with critical illness and a dysregulated host response in COVID-19

CRITICAL CARE

IF9.3

2020-12-14

180

OAAI

Bermejo-Martin, Jesus F.; Gonzalez-Rivera, Milagros; Almansa, Raquel; Micheloud, Dariela; Tedim, Ana P.; Dominguez-Gil, Marta; Resino, Salvador; Martin-Fernandez, Marta; Ryan Murua, Pablo; Perez-Garcia, Felipe; Tamayo, Luis; Lopez-Izquierdo, Raul; Bustamante, Elena; Aldecoa, Cesar; Manuel Gomez, Jose; Rico-Feijoo, Jesus; Orduna, Antonio; Mendez, Raul; Fernandez Natal, Isabel; Megias, Gregoria; Gonzalez-Estecha, Montserrat; Carriedo, Demetrio; Doncel, Cristina; Jorge, Noelia; Ortega, Alicia; de la Fuente, Amanda; del Campo, Felix; Antonio Fernandez-Ratero, Jose; Trapiello, Wysali; Gonzalez-Jimenez, Paula; Ruiz, Guadalupe; Kelvin, Alyson A.; Ostadgavahi, Ali Toloue; Oneizat, Ruth; Maria Ruiz, Luz; Miguens, Iria; Gargallo, Esther; Munoz, Ioana; Pelegrin, Sara; Martin, Silvia; Garcia Olivares, Pablo; Antonio Cedeno, Jamil; Ruiz Albi, Tomas; Puertas, Carolina; Angel Berezo, Jose; Renedo, Gloria; Herran, Ruben; Bustamante-Munguira, Juan; Enriquez, Pedro; Cicuendez, Ramon; Blanco, Jesus; Abadia, Jesica; Gomez Barquero, Julia; Mamolar, Nuria; Blanca-Lopez, Natalia; Jorge Valdivia, Luis; Fernandez Caso, Belen; Angeles Mantecon, Maria; Motos, Anna; Fernandez-Barat, Laia; Ferrer, Ricard; Barbe, Ferran; Torres, Antoni; Menendez, Rosario; Maria Eiros, Jose; Kelvin, David J.

Study of the Adherence to continuous positive airway pressure Treatment in Patients with Obstructive Sleep Apnea Syndrome in the Confinement During the COVID-19 Pandemic

ARCHIVOS DE BRONCONEUMOLOGIA

IF9.2

2020-12-01

OAAI

del Campo, Felix; Lopez, Graciela; Arroyo, C. Ainoa; de Frutos, Julio F.; Crespo, Andrea; Cerezo-Hernandez, Ana; Alvaro, Tania M.; Ruiz, Tomas; Moreno, Fernando; Gutierrez-Tobal, Gonzalo C.; Hornero, Roberto; Alvarez, Daniel

研究方向