A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks.

Background: Echo-state networks (ESN) are part of a group of reservoir computing methods and are basically a form of recurrent artificial neural networks (ANN). These methods can perform classification tasks on time series data. The recurrent ANN of an echo-state network has an 'echo-state' characte...

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Publicado en:	BMC Medical Informatics & Decision Making Vol. 10; no. 1; pp. 4 - 5
Autores principales:	Verplancke T, Van Looy S, Steurbaut K, Benoit D, De Turck F, De Moor G, Decruyenaere J, Verplancke, T, Van Looy, S, Steurbaut, K, Benoit, D, De Turck, F, De Moor, G, Decruyenaere, J
Formato:	research Journal Article
Publicado:	BioMed Central 2010
Acceso en línea:	Ver este registro en EBSCOhost