Support Vector Machine Based Monitoring of Cardio-Cerebrovascular Reserve during Simulated Hemorrhage

Support Vector Machine Based Monitoring of Cardio-Cerebrovascular Reserve during Simulated Hemorrhage

Introduction: In the initial phase of hypovolemic shock, mean blood pressure (BP) is maintained by sympathetically mediated vasoconstriction rendering BP monitoring insensitive to detect blood loss early. Late detection can result in reduced tissue oxygenation and eventually cellular death. We hypot...

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Bibliographic Details
Main Authors: Björn J. P. van der Ster, Frank C. Bennis, Tammo Delhaas, Berend E. Westerhof, Wim J. Stok, Johannes J. van Lieshout
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-01-01
Series:Frontiers in Physiology
Subjects:
cardiovascular modeling
cerebrovascular
hypovolemia
lower body negative pressure
machine learning
support vector machine
Online Access:http://journal.frontiersin.org/article/10.3389/fphys.2017.01057/full

Internet

http://journal.frontiersin.org/article/10.3389/fphys.2017.01057/full

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