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Ane
Alberdi Aramendi
Ane Alberdi Aramendi-rekin lankidetzan egindako argitalpenak (7)
2024
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Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis
BMC Medical Informatics and Decision Making, Vol. 24, Núm. 1
2023
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Effect of incorporating metadata to the generation of synthetic time series in a healthcare context
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions
Methods of Information in Medicine, Vol. 62, Núm. 2, pp. E19-E38
2022
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Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles
ACM International Conference Proceeding Series
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Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain
Electronics (Switzerland), Vol. 11, Núm. 5
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Synthetic Subject Generation with Coupled Coherent Time Series Data †
Engineering Proceedings, Vol. 18, Núm. 1
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Synthetic data generation for tabular health records: A systematic review
Neurocomputing