Publications in collaboration with researchers from Universidad del País Vasco/Euskal Herriko Unibertsitatea (21)

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

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. Survey on virtual coaching for older adults

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

2018

  1. Predictive models for hospital readmission risk: A systematic review of methods

    Computer Methods and Programs in Biomedicine, Vol. 164, pp. 49-64

2017

  1. Emergency department readmission risk prediction: A case study in Chile

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

  2. Predicting 30-Day Emergency Readmission Risk

    International Joint Conference SOCO’16-CISIS’16-ICEUTE’16: San Sebastián, Spain, October 19th-21st, 2016 Proceedings

  3. Predicting 30-day emergency readmission risk

    Advances in Intelligent Systems and Computing

2014

  1. Activity classification using mobile phone based motion sensing and distributed computing

    Studies in Health Technology and Informatics

2012

  1. A pruning algorithm for stable voronoi skeletons

    Journal of Mathematical Imaging and Vision, Vol. 42, Núm. 2-3, pp. 225-237

2010

  1. A stable skeletonization for tabletop gesture recognition

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

  2. Pruning algorithm for Voronoi skeletons

    Electronics Letters, Vol. 46, Núm. 1, pp. 39-41

2009

  1. A methodological approach for building multimodal acted affective databases

    Engineering the User Interface: From Research to Practice (Springer London), pp. 161-177

  2. A methodological approach for building multimodal acted affective databases

    Engineering the User Interface: From Research to Practice