Mikel Hernandez

Orcid: 0000-0002-4470-9674

According to our database1, Mikel Hernandez authored at least 7 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis.
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.
Big Data Cogn. Comput., 2024

Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review.
IEEE Access, 2024

2023
Effect of incorporating metadata to the generation of synthetic time series in a healthcare context.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022
Synthetic data generation for tabular health records: A systematic review.
Neurocomputing, 2022

Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles.
Proceedings of the 9th International Conference on Bioinformatics Research and Applications, 2022

Standardized and extensible reference data model for clinical research in Living Labs.
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


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