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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Bibliographic Details

Published in:	BMC Medical Informatics & Decision Making Vol. 10; no. 1; pp. 4 - 5
Main Authors:	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
Format:	research Journal Article
Published:	BioMed Central 2010
Online Access:	View this record in EBSCOhost