Daniel Álvarez - Publications, H-index & Citations

Daniel Álvarez

universidad de valladolid

39H指数

217论文数

4.6K被引数

收录论文 44

发表时间

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

An explainable deep learning approach for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals 基于脉氧饱和度信号的全年龄段睡眠呼吸暂停患者睡眠分期可解释深度学习方法

Engineering Applications of Artificial Intelligence

IF8

2025-10-04

OAAI

Fernando Vaquerizo-Villar; Gonzalo C. Gutiérrez-Tobal; Daniel Álvarez; Adrián Martín-Montero; David Gozal; Roberto Hornero

Diabetic retinopathy remission in patients using an automated insulin delivery system: A prospective controlled study 使用自动化胰岛素输送系统的糖尿病患者糖尿病视网膜病变缓解：一项前瞻性对照研究

Diabetes & Metabolism

IF4.7

2025-09-12

PREAI

Beatriz Barquiel; Daniel Álvarez; Óscar Moreno Domínguez; Elena García-Pérez de Sevilla; Natalia Hillman; Ricardo Romero; Ruth Gaspar; Montserrat Arévalo; Noemí González-Perez de Villar

The Hydronephrosis Severity Index guides paediatric antenatal hydronephrosis management based on artificial intelligence applied to ultrasound images alone (vol 14, 22748, 2024)

SCIENTIFIC REPORTS

IF3.9

2024-10-18

OAAI

Erdman, Lauren; Rickard, Mandy; Drysdale, Erik; Skreta, Marta; Hua, Stanley Bryan; Sheth, Kunj; Alvarez, Daniel; Velaer, Kyla N.; Chua, Michael E.; Dos Santos, Joana; Keefe, Daniel; Rosenblum, Norman D.; Bonnett, Megan A.; Weaver, John; Xiang, Alice; Fan, Yong; Viteri, Bernarda; Cooper, Christopher S.; Tasian, Gregory E.; Lorenzo, Armando J.; Goldenberg, Anna

Impact of Patient and Provider Variability on Compliance With C. difficile Testing for IBD Flares

AMERICAN JOURNAL OF GASTROENTEROLOGY

IF7.6

2024-10-01

PREAI

Garfunkel, Danielle; Alvarez, Daniel; Papadopoulos, George G.; Sadhra, Hamza; Fazzari, Melissa; Greywoode, Ruby; Ullman, Thomas

The Hydronephrosis Severity Index guides paediatric antenatal hydronephrosis management based on artificial intelligence applied to ultrasound images alone

SCIENTIFIC REPORTS

IF3.9

2024-10-01

OAAI

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

Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals

DIAGNOSTICS

IF3.3

2023-10-12

OAAI

Barroso-Garcia, Veronica; Fernandez-Poyatos, Marta; Sahelices, Benjamin; Alvarez, Daniel; Gozal, David; Hornero, Roberto; Gutierrez-Tobal, Gonzalo C.

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.

Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability 小儿睡眠呼吸暂停: 使用心率变异性表征呼吸暂停事件和睡眠阶段

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-03-01

OAAI

Martin-Montero, Adrian; Armanc-Julian, Pablo; Gil, Eduardo; Kheirandish-Gozal, Leila; Alvarez, Daniel; Lazaro, Jesus; Bailon, Raquel; Gozal, David; Laguna, Pablo; Hornero, Roberto; Gutierrez-Tobal, Gonzalo C.

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

The First Dorsal Metacarpal Artery Perforator Free Flap: The Comet Flap

PLASTIC AND RECONSTRUCTIVE SURGERY

IF3.4

2022-07-06

PREAI

Abu-Ghname, Amjed; Lazo, Daniel; Chade, Salomao; Fioravanti, Alex; Colicchio, Olimpio; Alvarez, Daniel; Junior, Ernani; Maricevich, Marco

Prognostic usefulness of severity scales for the initial assessment of elderly people with a diagnosis of pneumonia due to COVID-19. Design of a multivariate predictive model of mortality

EUROPEAN RESPIRATORY JOURNAL

IF21

2021-11-25

PREAI

Urbina Carrera, Carolina Andrea; Lopez-Izquierdo, Raul; Ruiz Albi, Tomas; Francisco Bermejo-Martin, Jesus; Almansa, Raquel; Villafane Sanz, Fatima; Arroyo Olmedo, Lucia; Sanchez Ramon, Susana; Martin-Rodriguez, Francisco; Moreno Torrero, Fernando; Alvarez, Daniel; Del Campo Matia, Felix

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

研究方向