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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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書誌詳細
主要な著者: Lehman, Li-wei H., Nemati, Shamim, Adams, Ryan P., Moody, George, Malhotra, Atul, Mark, Roger G.
フォーマット: Artigo
言語:Inglês
出版事項: 2013
主題:
オンライン・アクセス: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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