Publicacións nas que colabora con Fernando Sánchez Hernández (8)

2023

  1. Predictors of the post-stroke status in the discharge from the hospital. Importance in nursing

    Enfermería global: revista electrónica trimestral de enfermería, Vol. 22, Núm. 1, pp. 1-37

2021

  1. Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties. An approach based on association models

    Applied Sciences (Switzerland), Vol. 11, Núm. 18

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. 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

2015

  1. Factores pronósticos relacionados con la mortalidad del paciente con trauma grave: Desde la atención prehospitalaria hasta la Unidad de Cuidados Intensivos

    Medicina Intensiva, Vol. 39, Núm. 7, pp. 412-421

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)