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dc.contributor.authorChen, Man
Niestemski, Liang Ren
Prevost, Robert
McRae, Michael
Cholleti, Sharath
Najarro, Gabriel
Buchman, Timothy G.
Deem, Michael W.
dc.date.accessioned 2014-12-15T20:35:09Z
dc.date.available 2014-12-15T20:35:09Z
dc.date.issued 2013
dc.identifier.citation Chen, Man, Niestemski, Liang Ren, Prevost, Robert, et al.. "Prediction of heart rate response to conclusion of the spontaneous breathing trial by fluctuation dissipation theory." Physical Biology, 10, no. 1 (2013) IOP Publishing: 16006. http://dx.doi.org/10.1088/1478-3975/10/1/016006.
dc.identifier.urihttps://hdl.handle.net/1911/78753
dc.description.abstract The non-equilibrium fluctuation dissipation theorem is applied to predict how critically ill patients respond to treatment, based upon data currently collected by standard hospital monitoring devices. This framework is demonstrated on a common procedure in critical care: the spontaneous breathing trial. It is shown that the responses of groups of similar patients to the spontaneous breathing trial can be predicted by the non-equilibrium fluctuation dissipation approach. This mathematical framework, when fully formed and applied to other clinical interventions, may serve as part of the basis for personalized critical care.
dc.language.iso eng
dc.publisher IOP Publishing
dc.rights This is an author's peer-reviewed final manuscript, as accepted by the publisher. The published article is copyrighted by IOP Publishing.
dc.title Prediction of heart rate response to conclusion of the spontaneous breathing trial by fluctuation dissipation theory
dc.type Journal article
dc.citation.journalTitle Physical Biology
dc.citation.volumeNumber 10
dc.citation.issueNumber 1
dc.type.dcmi Text
dc.identifier.doihttp://dx.doi.org/10.1088/1478-3975/10/1/016006
dc.identifier.pmcid PMC3635490
dc.identifier.pmid 23361135
dc.type.publication post-print
dc.citation.firstpage 16006


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