Roberto Hornero

Valladolid, CL, Spain

Last Updated: 09/26/2026

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Found 224 publications

Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2.

Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2.

Journal: Measurement : journal of the International Measurement Confederation

Published: July 09, 2026

An explainable deep learning approach for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals.

An explainable deep learning approach for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals.

Journal: Engineering applications of artificial intelligence

Published: June 17, 2026

Circulating Endothelial Signature: A Biomarker of Delirium Risk and Severity in Postoperative Patients.

Circulating Endothelial Signature: A Biomarker of Delirium Risk and Severity in Postoperative Patients.

Journal: Anesthesiology

Published: May 06, 2026

High-Dimensional Flow Cytometry Identifies Immune Signatures Associated with Septic Shock Severity in Critically Ill Postoperative Patients.

High-Dimensional Flow Cytometry Identifies Immune Signatures Associated with Septic Shock Severity in Critically Ill Postoperative Patients.

Journal: Anaesthesia, critical care & pain medicine

Published: April 25, 2026

Plasma antioxidant capacity as a predictor of mortality in critically ill patients.

Plasma antioxidant capacity as a predictor of mortality in critically ill patients.

Journal: Critical care (London, England)

Published: March 30, 2026

High inappropriate red blood cell transfusion rate despite low overall use: a real-world multicenter study in 43 Spanish hospitals.

High inappropriate red blood cell transfusion rate despite low overall use: a real-world multicenter study in 43 Spanish hospitals.

Journal: Frontiers in medicine

Published: February 03, 2026

Early prediction of longitudinal treatment adherence in obstructive sleep apnea using machine learning approaches.

Early prediction of longitudinal treatment adherence in obstructive sleep apnea using machine learning approaches.

Journal: BioData mining

Published: January 16, 2026

Integrated immune and endothelial profiling predicts 90-day mortality in postoperative sepsis and septic shock.

Integrated immune and endothelial profiling predicts 90-day mortality in postoperative sepsis and septic shock.

Journal: EBioMedicine

Published: January 15, 2026

The Leadership Perception Gap in Spanish Anesthesiology Departments: A National Cross-Sectional Survey Comparing Department Heads and Staff Views.

The Leadership Perception Gap in Spanish Anesthesiology Departments: A National Cross-Sectional Survey Comparing Department Heads and Staff Views.

Journal: Journal of healthcare leadership

Published: December 30, 2025

Radiomics-based mapping of glioblastoma infiltration beyond contrast enhancement: diffusion-perfusion correlations and survival analysis in large public cohorts.

Radiomics-based mapping of glioblastoma infiltration beyond contrast enhancement: diffusion-perfusion correlations and survival analysis in large public cohorts.

Journal: European journal of radiology

Published: December 21, 2025

Prospective biopsy-controlled validation of an AI model for predicting glioblastoma infiltration: Results from the SupraGlio trial.

Prospective biopsy-controlled validation of an AI model for predicting glioblastoma infiltration: Results from the SupraGlio trial.

Journal: Neuro-oncology

Published: December 13, 2025

Explainable Artificial Intelligence for Early Detection and Diagnosis of Age-Related Macular Degeneration.

Explainable Artificial Intelligence for Early Detection and Diagnosis of Age-Related Macular Degeneration.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Showing 1-12 of 224

Last Updated: 09/26/2026