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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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Podrobná bibliografie
Vydáno v:Physiol Rep
Hlavní autoři: van der Ster, Björn J. P., Westerhof, Berend E., Stok, Wim J., van Lieshout, Johannes J.
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley and Sons Inc. 2018
Témata:
On-line přístup: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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