Mikel Hernandez Jimenez

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	All	Since 2019
Citations	164	164
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20222023202432 88 44

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Gorka Epelde UnanueVicomtechVerified email at vicomtech.org
Ane Alberdi Aramendi (ORCID 0000-0...Mondragon Unibertsitatea - Researcher/Lecturer (ROR 00wvqgd19)Verified email at mondragon.edu
Rodrigo Cilla UgarteUlma Medical Technologies S. Coop.Verified email at vicomtech.org
Evdokimos KonstantinidisLab of Medical Physics and Digital Innovation, Medical School, Aristotle University of ThessalonikiVerified email at auth.gr
Panagiotis BamidisProf Medical Physics, Medical Informatics, Medical Education, Aristotle University of ThessalonikiVerified email at auth.gr
Imanol Isasa ReinosoDigital Health and Biomedical Technologies, Vicomtech Foundation, BRTAVerified email at vicomtech.org
Christoniki Maga-NtevePost Doc Researcher, ITI-CERTH, GreeceVerified email at iti.gr
Rubén Gil-RedondoCIC bioGUNEVerified email at cicbiogune.es
Ivan MaciaVicomtech / Biodonostia / University of the Basque Country (UPV-EHU)Verified email at vicomtech.org
Oscar MilletCIC bioGUNEVerified email at cicbiogune.es

Mikel Hernandez Jimenez

Vicomtech

Verified email at vicomtech.org - Homepage

data analysis data visualization synthetic data generation


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Synthetic data generation for tabular health records: A systematic review M Hernandez, G Epelde, A Alberdi, R Cilla, D Rankin Neurocomputing 493, 28-45, 2022	107	2022
Incorporation of synthetic data generation techniques within a controlled data processing workflow in the health and wellbeing domain M Hernandez, G Epelde, A Beristain, R Álvarez, C Molina, X Larrea, ... Electronics 11 (5), 812, 2022	23	2022
Synthetic tabular data evaluation in the health domain covering resemblance, utility, and privacy dimensions M Hernadez, G Epelde, A Alberdi, R Cilla, D Rankin Methods of Information in Medicine 62 (S 01), e19-e38, 2023	16	2023
Standardised metrics and methods for synthetic tabular data evaluation M Hernandez, G Epelde, A Alberdi, R Cilla, D Rankin Authorea Preprints, 2023	8	2023
Synthetic subject generation with coupled coherent time series data X Larrea, M Hernandez, G Epelde, A Beristain, C Molina, A Alberdi, ... Engineering Proceedings 18 (1), 7, 2022	6	2022
Effect of incorporating metadata to the generation of synthetic time series in a healthcare context I Isasa, M Hernandez, G Epelde, F Londoño, A Beristain, A Alberdi, ... 2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023	3	2023
Standardized and extensible reference data model for clinical research in Living Labs C Maga-Nteve, G Epelde, M Hernandez, N Tsolakis, E Konstantinidis, ... Procedia Computer Science 210, 165-172, 2022	1	2022
Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis I Isasa, M Hernandez, G Epelde, F Londoño, A Beristain, X Larrea, ... BMC Medical Informatics and Decision Making 24 (27), 2024		2024
Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles M Hernandez, G Epelde, R Gil-Redondo, N Embade, A Alberdi, I Macia, ... Proceedings of the 9th International Conference on Bioinformatics Research …, 2022		2022

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