Fernando Sánchez Hernández

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 5

Top Topics

Intensive Care Units

Machine Learning

Top Venues

Publications

Mohamed S. Kraiem, Fernando Sánchez Hernández, María N. Moreno García
Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties. CoRR (2022)
Yiyu Liu, Fernando Sánchez Hernández, Fransisca Ting, Daniel C. Hyde
Comparing fixed-array and functionally-defined channel of interest approaches to infant functional near-infrared spectroscopy data. NeuroImage 261 (2022)
Fernando Sánchez Hernández, Juan Carlos Ballesteros Herráez, Mohamed S. Kraiem, Mercedes Sánchez Barba, María N. Moreno García
Predictive Modeling of ICU Healthcare-Associated Infections from Imbalanced Data. Using Ensembles and a Clustering-Based Undersampling Approach. CoRR (2020)
Javier González Robledo, Félix Martín González, Mercedes Sánchez Barba, Fernando Sánchez Hernández, María N. Moreno García
Multiclassifier Systems for Predicting Neurological Outcome of Patients with Severe Trauma and Polytrauma in Intensive Care Units. J. Medical Syst. 41 (9) (2017)
María N. Moreno García, Juan Carlos Ballesteros Herráez, Mercedes Sánchez Barba, Fernando Sánchez Hernández
Random Forest Based Ensemble Classifiers for Predicting Healthcare-Associated Infections in Intensive Care Units. DCAI (2016)
María N. Moreno García, Javier González Robledo, Félix Martín González, Fernando Sánchez Hernández, Mercedes Sánchez Barba
Machine Learning Methods for Mortality Prediction of Polytraumatized Patients in Intensive Care Units - Dealing with Imbalanced and High-Dimensional Data. IDEAL (2014)
María N. Moreno García, Félix Martín González, Javier González Robledo, Fernando Sánchez Hernández
Mining patient data from heterogeneous sources for decision making on administration of non invasive mechanical ventilation in intensive care units. FUSION (2014)