Patients Flow: A Mixed-Effects Modelling Approach to Predicting Discharge Probabilities

	This Article
	Subscribers, please Login Purchase article: $19 PDF IEEE Xplore Subscribers RSS feed
	Share
	Email this Article to a friend
	Bibliographic References
	ASCII Text BibTex RefWorks Procite/RefMan/Endnote
	Add to:
	Digg Furl Spurl Blink Simpy Google Del.icio.us Y!MyWeb
	Search
	Similar Articles Articles by Shola Adeyemi Articles by Thierry Chaussalet Articles by Haifeng Xie Articles by Peter Millard

Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07)

Maribor, Slovenia

June 20-June 22

ISBN: 0-7695-2905-4

	ASCII Text	x
	Shola Adeyemi, Thierry Chaussalet, Haifeng Xie, Peter Millard, "Patients Flow: A Mixed-Effects Modelling Approach to Predicting Discharge Probabilities," Computer-Based Medical Systems, IEEE Symposium on, pp. 725-730, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07), 2007.

	BibTex	x
	@article{ 10.1109/CBMS.2007.83, author = {Shola Adeyemi and Thierry Chaussalet and Haifeng Xie and Peter Millard}, title = {Patients Flow: A Mixed-Effects Modelling Approach to Predicting Discharge Probabilities}, journal ={Computer-Based Medical Systems, IEEE Symposium on}, volume = {0}, year = {2007}, issn = {1063-7125}, pages = {725-730}, doi = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2007.83}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer-Based Medical Systems, IEEE Symposium on TI - Patients Flow: A Mixed-Effects Modelling Approach to Predicting Discharge Probabilities SN - 1063-7125 SP725 EP730 A1 - Shola Adeyemi, A1 - Thierry Chaussalet, A1 - Haifeng Xie, A1 - Peter Millard, PY - 2007 KW - null VL - 0 JA - Computer-Based Medical Systems, IEEE Symposium on ER -

Shola Adeyemi, University of Westminster, UK

Thierry Chaussalet, University of Westminster, UK

Haifeng Xie, University of Westminster, UK

Peter Millard, University of Westminster, UK

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CBMS.2007.83

A mixed effects approach is hereby introduced to patients flow and length of stay modelling. In, particular, a class of generalized linear mixed models has been used to demonstrate the usefulness of this approach. This modelling technique is used to capture individual patients experience during the process of care as represented by their pathways through the system. The approach could predict the probability of discharge from the system, as well as detect where the system may be going wrong.

Citation:

Shola Adeyemi, Thierry Chaussalet, Haifeng Xie, Peter Millard, "Patients Flow: A Mixed-Effects Modelling Approach to Predicting Discharge Probabilities," cbms, pp.725-730, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07), 2007

Peer Review Notice | Give Us Feedback

Usage of this product signifies your acceptance of the Terms of Use.