Mikel Hernandez

According to our database, Mikel Hernandez authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

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., December, 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

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

2023

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

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Synthetic data generation for tabular health records: A systematic review.

Mikel Hernandez, Gorka Epelde, Ane Alberdi, Rodrigo Cilla, Debbie Rankin

Neurocomputing, 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

Proceedings of the 9th International Conference on Bioinformatics Research and Applications, 2022

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

Proceedings of the 13th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2022) / The 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2022), 2022