GORKA
EPELDE UNANUE
Instituto de Investigación Sanitaria Biogipuzkoa
San Sebastián, EspañaInstituto de Investigación Sanitaria Biogipuzkoa-ko ikertzaileekin lankidetzan egindako argitalpenak (26)
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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Correction: Beristain Iraola et al. User Centered Virtual Coaching for Older Adults at Home Using SMART Goal Plans and I-Change Model. Int. J. Environ. Res. Public Health 2021, 18, 6868
International Journal of Environmental Research and Public Health
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Development of an Expert Knowledge- Based Genomic Variant Prioritisation Platform
Studies in Health Technology and Informatics
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Erratum: Correction: Beristain Iraola et al. User Centered Virtual Coaching for Older Adults at Home Using SMART Goal Plans and I-Change Model. Int. J. Environ. Res. Public Health 2021, 18, 6868 (International journal of environmental research and public health (2021) 18 13 PII: 2116)
International journal of environmental research and public health
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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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Standardized and extensible reference data model for clinical research in Living Labs
Procedia Computer Science
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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
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System Architecture of a European Platform for Health Policy Decision Making: MIDAS
Frontiers in public health, Vol. 10, pp. 838438
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mHealth Apps Using Behavior Change Techniques to Self-report Data: Systematic Review
JMIR mHealth and uHealth, Vol. 10, Núm. 9
2021
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An ensemble-based feature selection framework to select risk factors of childhood obesity for policy decision making
BMC Medical Informatics and Decision Making, Vol. 21, Núm. 1
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COLAEVA: Visual analytics and data mining web-based tool for virtual coaching of older adult populations
Sensors, Vol. 21, Núm. 23
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NewsMeSH: A new classifier designed to annotate health news with MeSH headings
Artificial Intelligence in Medicine, Vol. 114
2020
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Enhancing the Interactive Visualisation of a Data Preparation Tool from in-Memory Fitting to Big Data Sets
Lecture Notes in Business Information Processing
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Obinter: A holistic approach to catalyse the self-management of chronic obesity
Sensors (Switzerland), Vol. 20, Núm. 18, pp. 1-27
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Reliability of supervised machine learning using synthetic data in health care: Model to preserve privacy for data sharing
JMIR Medical Informatics, Vol. 8, Núm. 7
2019
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Modal Locomotion of C. elegans
29th Spanish Computer Graphics Conference, CEIG 2019
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TAQIH, a tool for tabular data quality assessment and improvement in the context of health data
Computer Methods and Programs in Biomedicine, Vol. 181