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:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

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


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