Back to Search Start Over

Visual Analytics in Delirium Management

Authors :
Werner O, Hackl
Michael, Netzer
Renate, Nantschev
Michael, Schaller
Elske, Ammenwerth
Source :
Studies in health technology and informatics. 279
Publication Year :
2021

Abstract

Delirium is a patient safety issue that often occurs within the population of elderly people. As delirium may be characterized by fluctuating progress, the aim of this work is to find methods to visualize the occurrence of delirium over time in different patient stays in gerontopsychatric settings.We analyzed current data mining visualization techniques for clinical research using a delirium data set collected in a gerontopsychatric setting.We identified heatmaps and dendrograms resulting from hierarchical clustering as a suitable visualization method.Heat maps with hierarchical clustering are a suitable data mining tool or visualization technique to study delirium cases in the time course of patient stays.

Details

ISSN :
18798365
Volume :
279
Database :
OpenAIRE
Journal :
Studies in health technology and informatics
Accession number :
edsair.pmid..........1e73d1ca17f5851ff920662964573ffa