Standardized and extensible reference data model for clinical research in Living Labs. - Christoniki Maga-Nteve; Gorka Epelde; Mikel Hernandez; Nikos Tsolakis; Evdokimos I. Konstantinidis; Georgios Meditskos; Panagiotis D. Bamidis; Stefanos Vrochidis (EUSPN/ICTH, 2022)

Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles. - Mikel Hernandez; Gorka Epelde; Rubén Gil-Redondo; Nieves Embade; Ane Alberdi; Iván Macía; Óscar Millet (ICBRA, 2022)

Synthetic data generation for tabular health records: A systematic review. - Mikel Hernandez; Gorka Epelde; Ane Alberdi; Rodrigo Cilla; Debbie Rankin (Neurocomputing, 2022)

Effect of incorporating metadata to the generation of synthetic time series in a healthcare context. - Imanol Isasa; Mikel Hernandez; Gorka Epelde; Francisco Londoño; Andoni Beristain; Ane Alberdi; Panagiotis D. Bamidis; Evdokimos I. Konstantinidis (CBMS, 2023)

Implementation and Evaluation of Models for Synthetic Generation of Spectral Signals to Balance Metabolomic Data. - María Martin Asiain; Francisco J. Londono-Hoyos; Mikel Hernandez; Gorka Epelde Unanue; Rubén Gil-Redondo; Ricardo Conde; Óscar Millet; Andoni Beristain (ICBRA, 2024)

Evaluation of Synthetic Data Generation Models for Balancing Multiclass Metabolomic Profiles. - Saioa Elizondo; Mikel Hernandez; Francisco J. Londono-Hoyos; Andoni Beristain; Rubén Gil-Redondo; Ricardo Conde; Óscar Millet; Gorka Epelde Unanue (ICBRA, 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)

A Secure Data Publishing and Access Service for Sensitive Data from Living Labs: Enabling Collaboration with External Researchers via Shareable Data. - Mikel Hernandez; Evdokimos I. Konstantinidis; Gorka Epelde; Francisco Londoño; Despoina Petsani; Michalis Timoleon; Vasiliki Fiska; Lampros Mpaltadoros; Christoniki Maga-Nteve; Ilias Machairas; Panagiotis D. Bamidis (Big Data Cogn. Comput., 2024)

Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis. - Imanol Isasa; Mikel Hernandez; Gorka Epelde; Francisco Londoño; Andoni Beristain; Xabat Larrea; Ane Alberdi; Panagiotis D. Bamidis; Evdokimos I. Konstantinidis (BMC Medical Informatics Decis. Mak., 2024)

Exploring FIWARE-Based Data Model for Data Sharing Platforms. - Ioanna Boutziona; Nikos Tsolakis; Christoniki Maga-Nteve; Mikel Catalina; Mikel Hernandez; Gorka Epelde; Panagiotis D. Bamidis; Evdokimos I. Konstantinidis; Georgios Meditskos; Stefanos Vrochidis (AIAI (4), 2025)