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Updated: Jul 13, 2025

Long-term Blood Pressure Measurement in Freely Moving Mice Using Telemetry
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Long-term Blood Pressure Measurement in Freely Moving Mice Using Telemetry

Published on: May 17, 2016

20.4K

通过机器学习进行非侵入性血压传感.

Filippo Attivissimo1, Vito Ivano D'Alessandro1, Luisa De Palma1

  • 1Department of Electrical and Information Engineering, Polytechnic University of Bari, 70125 Bari, Italy.

Sensors (Basel, Switzerland)
|October 14, 2023
PubMed
概括

这项研究开发了机器学习模型,以非侵入性地使用光聚缩学信号来估计血压. 极端梯度提升模型实现了高精度,符合血压监测的医疗标准.

关键词:
血压 (BP) 是指血液中的血压.数字健康数字健康机器学习 (ML) 是指机器学习.生理监测 生理监测

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Equipments Used To Measure Blood Pressure01:30

Equipments Used To Measure Blood Pressure

Direct Method
This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...
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