Prediction of heart rate response to conclusion of the spontaneous breathing trial by fluctuation dissipation theory

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dc.citation.firstpage16006en_US
dc.citation.issueNumber1en_US
dc.citation.journalTitlePhysical Biologyen_US
dc.citation.volumeNumber10en_US
dc.contributor.authorChen, Manen_US
dc.contributor.authorNiestemski, Liang Renen_US
dc.contributor.authorPrevost, Roberten_US
dc.contributor.authorMcRae, Michaelen_US
dc.contributor.authorCholleti, Sharathen_US
dc.contributor.authorNajarro, Gabrielen_US
dc.contributor.authorBuchman, Timothy G.en_US
dc.contributor.authorDeem, Michael W.en_US
dc.date.accessioned2014-12-15T20:35:09Zen_US
dc.date.available2014-12-15T20:35:09Zen_US
dc.date.issued2013en_US
dc.description.abstractThe 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.en_US
dc.identifier.citationChen, Man, Niestemski, Liang Ren, Prevost, Robert, et al.. "Prediction of heart rate response to conclusion of the spontaneous breathing trial by fluctuation dissipation theory." <i>Physical Biology,</i> 10, no. 1 (2013) IOP Publishing: 16006. http://dx.doi.org/10.1088/1478-3975/10/1/016006.en_US
dc.identifier.doihttp://dx.doi.org/10.1088/1478-3975/10/1/016006en_US
dc.identifier.urihttps://hdl.handle.net/1911/78753en_US
dc.language.isoengen_US
dc.publisherIOP Publishingen_US
dc.rightsThis is an author's peer-reviewed final manuscript, as accepted by the publisher. The published article is copyrighted by IOP Publishing.en_US
dc.titlePrediction of heart rate response to conclusion of the spontaneous breathing trial by fluctuation dissipation theoryen_US
dc.typeJournal articleen_US
dc.type.dcmiTexten_US
dc.type.publicationpost-printen_US
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