Mikel Hernandez

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Systematic Review

High Throughput

Data Generation

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Xabat Larrea, Ane Alberdi, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis
Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
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
A Secure Data Publishing and Access Service for Sensitive Data from Living Labs: Enabling Collaboration with External Researchers via Shareable Data. Big Data Cogn. Comput. 8 (6) (2024)
Pablo A. Osorio-Marulanda, Gorka Epelde, Mikel Hernandez, Imanol Isasa, Nicolas Moreno Reyes, Andoni Beristain Iraola
Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review. IEEE Access 12 (2024)
Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Ane Alberdi, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis
Effect of incorporating metadata to the generation of synthetic time series in a healthcare context. CBMS (2023)
Mikel Hernandez, Gorka Epelde, Ane Alberdi, Rodrigo Cilla, Debbie Rankin
Synthetic data generation for tabular health records: A systematic review. Neurocomputing 493 (2022)
Mikel Hernandez, Gorka Epelde, Rubén Gil-Redondo, Nieves Embade, Ane Alberdi, Iván Macía, Óscar Millet
Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles. ICBRA (2022)
Christoniki Maga-Nteve, Gorka Epelde, Mikel Hernandez, Nikos Tsolakis, Evdokimos I. Konstantinidis, Georgios Meditskos, Panagiotis D. Bamidis, Stefanos Vrochidis
Standardized and extensible reference data model for clinical research in Living Labs. EUSPN/ICTH (2022)