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Tracking Progression of Patient State of Health in Critical Care Using Inferred Shared Dynamics in Physiological Time Series

Physiologic systems generate complex dynamics in their output signals that reflect the changing state of the underlying control systems. In this work, we used a switching vector autoregressive (switching VAR) framework to systematically learn and identify a collection of vital sign dynamics, which c...

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Bibliografiska uppgifter
Huvudupphovsmän: Lehman, Li-wei H., Nemati, Shamim, Adams, Ryan P., Moody, George, Malhotra, Atul, Mark, Roger G.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2013
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4030703/
https://ncbi.nlm.nih.gov/pubmed/24111374
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2013.6611187
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