Evolving classification of intensive care patients from event data.

Objective: This work aims at predicting the patient discharge outcome on each hospitalization day by introducing a new paradigm-evolving classification of event data streams. Most classification algorithms implicitly assume the values of all predictive features to be available at the time of making...

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Bibliographic Details

Published in:	Artificial Intelligence in Medicine Vol. 69; pp. 22 - 33
Main Authors:	Last, Mark, Tosas, Olga, Cassarino, Tiziano Gallo, Kozlakidis, Zisis, Edgeworth, Jonathan, Gallo Cassarino, Tiziano
Format:	research Journal Article
Published:	Elsevier B.V. May2016
Online Access:	View this record in EBSCOhost