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Updated: Jan 24, 2026

Continuous Noninvasive Measuring of Crayfish Cardiac and Behavioral Activities
Published on: February 6, 2019
Automated continuous noninvasive ward monitoring: future directions and challenges
Ashish K Khanna1,2, Phillip Hoppe3, Bernd Saugel4,5
1Department of Anesthesiology, Section on Critical Care Medicine, Wake Forest University School of Medicine, Wake Forest Baptist Health, Winston-Salem, NC, USA.
Abstract:
Automated continuous noninvasive ward monitoring may enable subtle changes in vital signs to be recognized. There is already some evidence that automated ward monitoring can improve patient outcome. Before automated continuous noninvasive ward monitoring can be implemented in clinical routine, several challenges and problems need to be considered and resolved; these include the meticulous validation of the monitoring systems with regard to their measurement performance, minimization of artifacts and false alarms, integration and combined analysis of massive amounts of data including various vital signs, and technical problems regarding the connectivity of the systems.
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