Fernando Sánchez Hernández
Orcid: 0000-0002-8662-1443
According to our database1,
Fernando Sánchez Hernández
authored at least 7 papers
between 2014 and 2022.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2022
Comparing fixed-array and functionally-defined channel of interest approaches to infant functional near-infrared spectroscopy data.
NeuroImage, 2022
Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties.
CoRR, 2022
2020
Predictive Modeling of ICU Healthcare-Associated Infections from Imbalanced Data. Using Ensembles and a Clustering-Based Undersampling Approach.
CoRR, 2020
2017
Multiclassifier Systems for Predicting Neurological Outcome of Patients with Severe Trauma and Polytrauma in Intensive Care Units.
J. Medical Syst., 2017
2016
Random Forest Based Ensemble Classifiers for Predicting Healthcare-Associated Infections in Intensive Care Units.
Proceedings of the Distributed Computing and Artificial Intelligence, 2016
2014
Machine Learning Methods for Mortality Prediction of Polytraumatized Patients in Intensive Care Units - Dealing with Imbalanced and High-Dimensional Data.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014
Mining patient data from heterogeneous sources for decision making on administration of non invasive mechanical ventilation in intensive care units.
Proceedings of the 17th International Conference on Information Fusion, 2014