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Detecting central hypovolemia in simulated hypovolemic shock by automated feature extraction with principal component analysis

Assessment of the volume status by blood pressure (BP) monitoring is difficult, since baroreflex control of BP makes it insensitive to blood loss up to about one liter. We hypothesized that a machine learning model recognizes the progression of central hypovolemia toward presyncope by extracting inf...

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Detalhes bibliográficos
Publicado no:Physiol Rep
Main Authors: van der Ster, Björn J. P., Westerhof, Berend E., Stok, Wim J., van Lieshout, Johannes J.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6429974/
https://ncbi.nlm.nih.gov/pubmed/30488597
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.14814/phy2.13895
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