Pablo A. Osorio-Marulanda

According to our database, Pablo A. Osorio-Marulanda authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Integrating quantum and classical machine learning for predicting remission in systemic lupus erythematosus.

Pablo A. Osorio-Marulanda, Ubaid Ullah, Guillermo Ruiz-Irastorza, Begoña García Zapirain

Quantum Mach. Intell., December, 2025

Comprehensive evaluation framework for synthetic tabular data in health: fidelity, utility and privacy analysis of generative models with and without privacy guarantees.

Mikel Hernandez, Pablo A. Osorio-Marulanda, Mikel Catalina, Lorea Loinaz, Gorka Epelde, Naiara Aginako

Frontiers Digit. Health, 2025

Differentially Private Non Parametric Copulas: Generating Synthetic Data with Non Parametric Copulas Under Privacy Guarantees.

Pablo A. Osorio-Marulanda, John Esteban Castro Ramirez, Mikel Hernández Jiménez, Nicolas Moreno Reyes, Gorka Epelde Unanue

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024

Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review.

Pablo A. Osorio-Marulanda, Gorka Epelde, Mikel Hernandez, Imanol Isasa, Nicolas Moreno Reyes, Andoni Beristain Iraola

IEEE Access, 2024