Roberto Hornero

Also affiliated with Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine

NeuroscienceMedicineEngineering

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile

2.3Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

IEEE Journal of Biomedical and Health Informatics(2021)10.1109/jbhi.2020.3048901

Top 9%

2.3DataRank

Top 9%77 citations

Daniel Álvarez, David Gozal, Gonzalo C. Gutiérrez‐Tobal, Verónica Barroso-García, Eduardo Santamaría-Vázquez +4 more

Papers

Driven by 22 papers — median percentile 91. Top paper: “A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea”.

A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

IEEE Journal of Biomedical and Health Informatics(2021)10.1109/jbhi.2020.3048901

Top 9%

2.3DataRank

Top 9%77 citations

Daniel Álvarez, David Gozal, Gonzalo C. Gutiérrez‐Tobal, Verónica Barroso-García, Eduardo Santamaría-Vázquez +4 more

An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea

Computers in Biology and Medicine(2023)10.1016/j.compbiomed.2023.107419

N/A

0.619DataRank · unranked

61 citations

Gonzalo C. Gutiérrez‐Tobal, E. Calvo, Daniel Álvarez, David Gozal, Félix del Campo +3 more

Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults

Applied Soft Computing(2021)10.1016/j.asoc.2021.107827

N/A

0.561DataRank · unranked

41 citations

Daniel Álvarez, Fernando Vaquerizo-Villar, Andrea Crespo, David Gozal, David Gozal +3 more

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

SLEEP(2021)10.1093/sleep/zsab214

N/A

0.557DataRank · unranked

18 citations

Gonzalo C. Gutiérrez‐Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo +3 more

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

Computers in Biology and Medicine(2020)10.1016/j.compbiomed.2020.104167

N/A

0.489DataRank · unranked

25 citations

Gonzalo C. Gutiérrez‐Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo +3 more

Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability

Computers in Biology and Medicine(2023)10.1016/j.compbiomed.2023.106549

N/A

0.477DataRank · unranked

23 citations

Pablo Armañac‐Julián, Eduardo Gil, David Gozal, Daniel Álvarez, Jesús Lázaro +6 more

The role of gene to gene interaction in the breast’s genomic signature of pregnancy

Scientific Reports(2021)10.1038/s41598-021-81704-8

N/A

0.360DataRank · unranked

10 citations

Javier Gómez‐Pilar, Roberto Hornero, Julia Martínez‐Rodríguez, M.A. López-Marcos, José Russo +1 more

Persistent sleep‐disordered breathing independently contributes to metabolic syndrome in prepubertal children

Pediatric Pulmonology(2023)10.1002/ppul.26720

N/A

0.312DataRank · unranked

7 citations

Adrián Martín‐Montero, Jesús Lázaro, Roberto Hornero, Pablo Laguna, Leila Kheirandish‐Gozal +5 more

A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment

Computer Methods and Programs in Biomedicine(2025)10.1016/j.cmpb.2025.109209

N/A

0.165DataRank · unranked

2 citations

Javier Gómez‐Pilar, Daniela Ferreira‐Santos, Pedro Pereira Rodrigues, Daniel Álvarez, Félix del Campo +3 more

Editorial: Unraveling sleep and its disorders using novel analytical approaches, volume II

Frontiers in Neuroscience(2023)10.3389/fnins.2023.1332749

N/A

0.104DataRank · unranked

1 citations

David Gozal, David Gozal, Roberto Hornero, Gonzalo C. Gutiérrez‐Tobal

SleepECG-Net: Explainable Deep Learning Approach With ECG for Pediatric Sleep Apnea Diagnosis

IEEE Journal of Biomedical and Health Informatics(2024)10.1109/jbhi.2024.3495975

N/A

0DataRank · unranked

11 citations

Gonzalo C. Gutiérrez‐Tobal, Fernando Vaquerizo-Villar, Adrián Martín‐Montero, David Gozal, Roberto Hornero +1 more

A human liver cell-based system modeling a clinical prognostic liver signature combined with single cell RNA-seq for discovery of novel liver disease therapeutics

Journal of Hepatology(2020)10.1016/s0168-8278(20)30611-5

N/A

0DataRank · unranked

0 citations

Simonetta Bandiera, Naoto Fujiwara, Shen Li, Hussein El Saghire, Xiaochen Sun +62 more

An Explainable Deep-Learning Approach to Detect Pediatric Sleep Apnea From Single-Channel Airflow

IEEE Journal of Translational Engineering in Health and Medicine(2025)10.1109/jtehm.2025.3625388

N/A

0DataRank · unranked

1 citations

Fernando Vaquerizo-Villar, Gonzalo C. Gutiérrez‐Tobal, Ehab Dayyat, David Gozal, Timo Leppänen +2 more

Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker

Frontiers in Neuroscience(2021)10.3389/fnins.2021.644697

N/A

0DataRank · unranked

28 citations

Javier Gómez‐Pilar, David Gozal, Adrián Martín‐Montero, Jesús Poza, Daniel Álvarez +4 more

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

Sensors(2021)10.3390/s21041491

N/A

0DataRank · unranked

27 citations

Gonzalo C. Gutiérrez‐Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo +3 more

Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea

Entropy(2021)10.3390/e23081016

N/A

0DataRank · unranked

25 citations

Gonzalo C. Gutiérrez‐Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix del Campo +3 more

A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry

Computers in Biology and Medicine(2022)10.1016/j.compbiomed.2022.105784

N/A

0DataRank · unranked

32 citations

María García, Gonzalo C. Gutiérrez‐Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez +4 more

Validation of a predictive model for obstructive sleep apnea in people with Down syndrome

American Journal of Medical Genetics Part A(2022)10.1002/ajmg.a.63055

N/A

0DataRank · unranked

4 citations

Alexandra Garza Flores, Ibrahim Elsharkawi, Vasiliki Patsiogiannis, Mary Ellen McDonough, Damiano Verda +5 more

Editorial: Unraveling Sleep and Its Disorders Using Novel Analytical Approaches

Frontiers in Neuroscience(2022)10.3389/fnins.2022.924359

N/A

0DataRank · unranked

2 citations

David Gozal, David Gozal, Roberto Hornero, Gonzalo C. Gutiérrez‐Tobal

An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals

Biomedical Signal Processing and Control(2023)10.1016/j.bspc.2023.105490

N/A

0DataRank · unranked

33 citations

María García, Gonzalo C. Gutiérrez‐Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez +4 more

ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis

Computers in Biology and Medicine(2023)10.1016/j.compbiomed.2023.107628

N/A

0DataRank · unranked

22 citations

Gonzalo C. Gutiérrez‐Tobal, Jorge Jiménez-García, Adrián Martín‐Montero, David Gozal, Roberto Hornero +1 more

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

Diagnostics(2023)10.3390/diagnostics13203187

N/A

0DataRank · unranked

8 citations

Marta Fernández-Poyatos, Benjamín Sahelices, Daniel Álvarez, David Gozal, Roberto Hornero +2 more

Roberto Hornero

Indexed papers

Top data-sharing exemplar

Papers