Publicacións en colaboración con investigadores/as de Instituto de Investigación Sanitaria Biogipuzkoa (8)

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. Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data

    Revista de Psiquiatria y Salud Mental, Vol. 15, Núm. 3, pp. 167-175

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

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

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

    Engineering Proceedings, Vol. 18, Núm. 1

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

    Neurocomputing

2020

  1. Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data

    Journal of Alzheimer's Disease, Vol. 77, Núm. 2, pp. 855-864