Author

Mikel Catalina

Observed name: Catalina, Mikel

Observed institution: Vicomtech

ORCID: 0009-0000-2076-8015

Observed ORCID: 0009-0000-2076-8015

OpenAlex ID: A5116782625

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

2025 · Mikel Hernandez, Pablo A. Osorio-Marulanda, et al. · Frontiers in Digital Health · 57

PDF

Synthetic Tabular Data Generation Under Horizontal Federated Learning Environments in Acute Myeloid Leukemia: Case-Based Simulation Study

2025 · Imanol Isasa, Mikel Catalina, et al. · JMIR Medical Informatics · 1

Exploring FIWARE-Based Data Model for Data Sharing Platforms

2025 · Ioanna Boutziona, Nikos Tsolakis, et al. · IFIP advances in information and communication technology · 1

D4.1 RAI Certified Node virtual machine image

2026 · Hernandez Jimenez, Mikel, Catalina, Mikel · Zenodo (CERN European Organization for Nuclear Research)

Impact of Hyperparameter and Model Selection Optimisation in Synthetic Tabular Data Generation Models in the Healthcare Domain

2026 · Mikel Catalina, Mikel Hernandez, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems

Missing Data Imputation in Daily Wearable Data for Improved Classification Performance

2024 · Mikel Catalina, Ander Cejudo, et al. · International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE)

Works count: 6

Citation count: 59

H-index: 1

I10-index: 1