Publicaciones (38) Publicaciones de ANDONI BERISTAIN IRAOLA

2024

  1. Analysing disease trajectories in a cohort of 71,849 Patients: A visual analytics and statistical approach

    International Journal of Medical Informatics, Vol. 188

  2. 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

  3. Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation Study

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review

    IEEE Access, Vol. 12, pp. 88048-88074

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. Prediction and Analysis of Heart Failure Decompensation Events Based on Telemonitored Data and Artificial Intelligence Methods

    Journal of Cardiovascular Development and Disease, Vol. 10, Núm. 2

2022

  1. 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

  2. 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

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

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

2021

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

    Sensors, Vol. 21, Núm. 23

  2. User Centered Virtual Coaching for Older Adults at Home Using SMART Goal Plans and I-Change Model

    International journal of environmental research and public health, Vol. 18, Núm. 13

2020

  1. Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction

    Neural Computing and Applications, Vol. 32, Núm. 10, pp. 5735-5744

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

    Lecture Notes in Business Information Processing

  3. Quality of data measurements in the big data era: Lessons learned from MIDAS project

    IEEE Instrumentation and Measurement Magazine, Vol. 23, Núm. 7, pp. 18-24

  4. Survey on virtual coaching for older adults

    Health Informatics Journal, Vol. 26, Núm. 4, pp. 3231-3249

  5. Virtual coaching for older adults at home using SMART goal supported behavior change

    ICMI 2020 Companion - Companion Publication of the 2020 International Conference on Multimodal Interaction

2019

  1. A new approach for ageing at home: The captain system

    Studies in Health Technology and Informatics

  2. Fractal characterization of retinal microvascular network morphology during diabetic retinopathy progression

    Microcirculation, Vol. 26, Núm. 4