Visualising patients' dynamics in the ICU and predicting mortality in real-time using big data

As informatisation of hospitals continues to spread, increasing amounts of healthcare related data are being collected, and the ICU is no exception. Large datasets are being made available to the scientific community, and offer the potential to answer clinical questions and to develop the next gener...

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Bibliographic Details
Published in:	Critical care (London, England) Vol. 19; no. S1; p. P499
Main Authors:	Komorowski, MK, Faisal, AF
Format:	Journal Article
Language:	English
Published:	London BioMed Central 01-01-2015
Subjects:	Mortality Patients Poster Presentation Principal components analysis
Online Access:	Get full text
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Summary:	As informatisation of hospitals continues to spread, increasing amounts of healthcare related data are being collected, and the ICU is no exception. Large datasets are being made available to the scientific community, and offer the potential to answer clinical questions and to develop the next generation of clinical tools. A demonstration of such a tool is presented here, built using data from the Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC-II) open database.
ISSN:	1364-8535 1364-8535 1366-609X 1466-609X
DOI:	10.1186/cc14579