Publicaciones en colaboración con investigadores/as de Hospital Universitario de Salamanca (8)

2019

  1. Predictive modeling of ICU healthcare-associated infections from imbalanced data. Using ensembles and a clustering-based undersampling approach

    Applied Sciences (Switzerland), Vol. 9, Núm. 24

2017

  1. Multiclassifier Systems for Predicting Neurological Outcome of Patients with Severe Trauma and Polytrauma in Intensive Care Units

    Journal of Medical Systems, Vol. 41, Núm. 9

2016

  1. Efectividad y predictores de fracaso de la ventilación mecánica no invasiva en la insuficiencia respiratoria aguda

    Medicina Intensiva, Vol. 40, Núm. 1, pp. 9-17

  2. Random forest based ensemble classifiers for predicting healthcare-associated infections in intensive care units

    Advances in Intelligent Systems and Computing

  3. Reply to prediction of Non-invasive mechanical ventilation response: Moving from art to science

    Methods of Information in Medicine

  4. Success/failure prediction of noninvasive mechanical ventilation in intensive care units: Using multiclassifiers and feature selection methods

    Methods of Information in Medicine, Vol. 55, Núm. 3, pp. 234-241

2014

  1. Machine learning methods for mortality prediction of polytraumatized patients in intensive care units - Dealing with imbalanced and high-dimensional data

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

  2. Mining patient data from heterogeneous sources for decision making on administration of non invasive mechanical ventilation in intensive care units

    FUSION 2014 - 17th International Conference on Information Fusion