Publicaciones en colaboración con investigadores/as de Instituto de Investigación Sanitaria Biogipuzkoa (26)

2023

  1. Effect of incorporating metadata to the generation of synthetic time series in a healthcare context

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  2. 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

  1. Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles

    ACM International Conference Proceeding Series

  2. 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

  3. Development of an Expert Knowledge- Based Genomic Variant Prioritisation Platform

    Studies in Health Technology and Informatics

  4. 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

  5. Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain

    Electronics (Switzerland), Vol. 11, Núm. 5

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

    Procedia Computer Science

  7. Synthetic Subject Generation with Coupled Coherent Time Series Data †

    Engineering Proceedings, Vol. 18, Núm. 1

  8. Synthetic data generation for tabular health records: A systematic review

    Neurocomputing

  9. System Architecture of a European Platform for Health Policy Decision Making: MIDAS

    Frontiers in public health, Vol. 10, pp. 838438

  10. mHealth Apps Using Behavior Change Techniques to Self-report Data: Systematic Review

    JMIR mHealth and uHealth, Vol. 10, Núm. 9

2021

  1. 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

  2. COLAEVA: Visual analytics and data mining web-based tool for virtual coaching of older adult populations

    Sensors, Vol. 21, Núm. 23

  3. NewsMeSH: A new classifier designed to annotate health news with MeSH headings

    Artificial Intelligence in Medicine, Vol. 114

2020

  1. Enhancing the Interactive Visualisation of a Data Preparation Tool from in-Memory Fitting to Big Data Sets

    Lecture Notes in Business Information Processing

  2. Obinter: A holistic approach to catalyse the self-management of chronic obesity

    Sensors (Switzerland), Vol. 20, Núm. 18, pp. 1-27

  3. 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

  1. Modal Locomotion of C. elegans

    29th Spanish Computer Graphics Conference, CEIG 2019

  2. TAQIH, a tool for tabular data quality assessment and improvement in the context of health data

    Computer Methods and Programs in Biomedicine, Vol. 181