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  1. No Access

    Article

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

    This paper presents an ensemble based classification proposal for predicting neurological outcome of severely traumatized patients. The study comprises both the whole group of patients and a subgroup containin...

    Javier González-Robledo, Félix Martín-González… in Journal of Medical Systems (2017)

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    Chapter and Conference Paper

    Machine Learning Methods for Mortality Prediction of Polytraumatized Patients in Intensive Care Units – Dealing with Imbalanced and High-Dimensional Data

    The aim of this study is the prediction of death of polytraumatized patients based on epidemiological, clinical and health treatment variables by means of data-mining methods. The main problems to be addressed...

    María N. Moreno García… in Intelligent Data Engineering and Automated… (2014)