Browsing by Author "c57c19be-3792-4fc7-aac1-d7ed1370745e"
Now showing items 1-8 of 8
-
Artetxe, Arkaitz; Graña, Manuel; Beristain, Andoni; Ríos Pérez, Sebastián (Springer, 2020)Dealing with imbalanced datasets is a recurrent issue in health-care data processing. Most literature deals with small academic datasets, so that results often do not extrapolate to the large real-life datasets, or have ...
-
Artetxe, Arkaitz; Graña, Manuel; Beristain, Andoni; Ríos Pérez, Sebastián (Springer Verlag, 2017)Short time readmission prediction in Emergency Depart-ments (ED) is a valuable tool to improve both the ED managementand the healthcare quality. It helps identifying patients requiring fur-ther post-discharge attention ...
-
Garmendia, Asier; Graña, Manuel; Lopez-Guede, Jose Manuel; Rios, Sebastian (Elsevier B.V., 2019)© 2019 The prediction of readmissions in the healthcare system, i.e. patients that are discharged and come back in a short interval of time, has taken great importance as readmissions have been taken as a measure of the ...
-
Ríos, Sebastián; Aguilera, Felipe; Nuñez-Gonzalez, J.; Graña, Manuel (Elsevier B.V., 2019)Influencers in a social network are members that have greater effect in the online social network (OSN) than the average member. In the specific social networks known as communities of practice, where the focus is an ...
-
Wolff Rojas, Patricio; Ríos, Sebastián A.; Graña, Manuel (Elsevier Ltd, 2019)© 2019 Elsevier LtdTriage is a critical process in hospital emergency departments (ED). Specifically, we consider how to achieve fast and accurate patient Triage in the ED of a pediatric hospital. The goal of this paper ...
-
López Guede, José Manuel; Garmendia, Asier; Graña, Manuel; Ríos Pérez, Sebastián; Estévez, Julián (Springer Verlag, 2017)A criteria to evaluate the performance of Emergency Departments (ED) is the number of readmissions and hospitalizations short time after discharge of patients because the problem was not solved in the first admission. Such ...
-
Garmendia, Asier; Rios, Sebastian A.; Lopez-Guede, Jose M.; Graña, Manuel (Elsevier B.V., 2019)© 2017 Elsevier B.V. Respiratory diseases have an increasing prevalence in the large urban concentration of the world, due to the apparently unstoppable increase of air pollution from a diversity of sources. Children are ...
-
Artetxea, Arkaitz; Ayerdi, Borja; Graña, Manuel; Ríos Pérez, Sebastián (Elsevier, 2017)This paper provides a real life application of the recently published Anticipative Hybrid Extreme RotationForest (AHERF), which is an heterogeneous ensemble classifier that anticipates the correct fraction ofinstances from ...