Julen Berrueta

7PUBLICATIONS
21CO-AUTHORS
Modelling and simulationSystems physiologyCancer therapy (excl. chemotherapy and radiation therapy)Major global burdens of diseaseMedical infection agents (incl. prions)
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Publications (7)

|Sep 26, 2026
Generalization, Cross-ICU Transfer, and Explainability of a Mortality and Time-to-Discharge Framework for the Intensive Care Unit.

|Jul 12, 2025
Combining Predictive Models of Mortality and Time-to-Discharge for Improved Outcome Assessment in Intensive Care Units.

Àlex Pardo, Josep Gómez, Julen Berrueta

|Jun 25, 2025
Does Empirical Antibiotic Use Improve Outcomes in Ventilated Patients with Pandemic Viral Infection? A Multicentre Retrospective Study.

Elisabeth Papiol, Julen Berrueta, Juan Carlos Ruíz-Rodríguez

|Feb 26, 2025
Ten-Year Evaluation of Ventilator-Associated Pneumonia (VAP) According to Initial Empiric Treatment: A Retrospective Analysis Using Real-World Data.

Alejandro Rodríguez, Julen Berrueta, Carolina Páez

|Oct 25, 2024
A Machine Learning Approach to Determine Risk Factors for Respiratory Bacterial/Fungal Coinfection in Critically Ill Patients with Influenza and SARS-CoV-2 Infection: A Spanish Perspective.

Alejandro Rodríguez, Josep Gómez, Ignacio Martín-Loeches

|Aug 29, 2024
A Real-World Data Observational Analysis of the Impact of Liposomal Amphotericin B on Renal Function Using Machine Learning in Critically Ill Patients.

Ignasi Sacanella, Erika Esteve-Pitarch, Jessica Guevara-Chaux

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Frequent Collaborators

6 joint publications

María Bodí

6 joint publications

Alejandro Rodríguez

4 joint publications

Ignacio Martín-Loeches

3 joint publications

Josep Gómez