Home Estructura interna Mikel Hernández Jiménez Mikel Hernández Jiménez Investigador mhernandez@vicomtech.org Publicaciones relacionadas 2024-12-01 Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis Imanol Isasa Reinoso Mikel Hernández Jiménez Gorka Epelde Unanue Francisco Londoño Hoyos Andoni Beristain Iraola Xabier Larrea Jauregui Ane Alberdi Panagiotis Bamidis Evdokimos Konstantinidis BMC Medical Informatics and Decision Making 2024-06-01 A Secure Data Publishing and Access Service for Sensitive Data from Living Labs: Enabling Collaboration with External Researchers via Shareable Data Mikel Hernández Jiménez Evdokimos Konstantinidis Gorka Epelde Unanue Francisco Londoño Hoyos Despoina Petsani Michalis Timoleon Vasiliki Fiska Lampros Mpaltadoros Christoniki Maga-Nteve Ilias Machairas Panagiotis Bamidis Big Data and Cognitive Computing 2024-01-01 Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review Pablo Alberto Osorio Marulanda Gorka Epelde Unanue Mikel Hernández Jiménez Imanol Isasa Reinoso Nicolás Moreno Andoni Beristain Iraola IEEE Access 2023-06-01 Effect of incorporating metadata to the generation of synthetic time series in a healthcare context Imanol Isasa Reinoso Mikel Hernández Jiménez Gorka Epelde Unanue Francisco Londoño Hoyos Andoni Beristain Iraola Ane Alberdi Bamidis Panagiotis Evdokimos Konstantinidis 2023-03-01 Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain Mikel Hernández Jiménez Gorka Epelde Unanue Andoni Beristain Iraola Roberto Álvarez Cristina Molina Xabat Larrea Ane Alberdi Michalis Timoleon Panagiotis Bamidis Evdokimos Konstantinidis Electronics 2023-01-01 Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions Mikel Hernández Jiménez Gorka Epelde Unanue Alberdi Ane Rodrigo Cilla Ugarte Debbie Rankin Methods of Information in Medicine 1 2