Bayesian nonparametric learning of switching dynamics in cohort physiological time series: Application in critical care patient monitoring

Bayesian nonparametric learning of switching dynamics in cohort physiological time series: Application in critical care patient monitoring

Introduction The time series of vital signs, such as heart rate (HR) and blood pressure (BP), can exhibit complex dynamic behaviors as a result of internally and externally induced changes in the state of the underlying control systems (Peng et al. 1995; Ivanov et al. 1999; Costa et al. 2002). For i...

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Bibliographic Details
Main Authors: Lehman, Li-Wei, Johnson, Matthew James, Nemati, Shamim, Adams, Ryan P., Mark, Roger G
Other Authors: Massachusetts Institute of Technology. Institute for Medical Engineering & Science
Format: Article
Language:English
Published: Cambridge University Press 2020
Online Access:https://hdl.handle.net/1721.1/126581

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https://hdl.handle.net/1721.1/126581

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