一种基于物理模型的方法,以一点校准脉冲过渡时间到血压的脉冲过渡时间
IEEE transactions on bio-medical engineering
|August 23, 2023
概括
一个新的物理模型允许一点校准脉冲过渡时间 (PTT) 到血压 (BP). 这种创新方法通过将校准减少到单个测量,提供更准确,更方便的BP监测.
科学领域:
- 生物医学工程 生物医学工程
- 生理测量生理测量
- 心血管研究研究心血管研究
背景情况:
- 精确的血压 (BP) 监测对于心血管健康管理至关重要.
- 校准脉冲传输时间 (PTT) 到BP的现有方法通常需要多个数据点,限制了方便性和准确性.
- 开发一种简化校准方法对于广泛的临床应用至关重要.
研究的目的:
- 引入一种新的基于物理模型的方法,用于PTT到BP的单点校准.
- 为了减少PTT-BP校准所需的测量次数,从多个测量次数减少到只有一次.
- 建立一个潜在的通用方法,用于在广泛的BP范围内PTT-BP校准.
主要方法:
- 通过将布拉姆威尔-希尔方程与现象学动脉合规 (AC) 模型集成,得出了一个新的PTT-BP校准模型.
- 应用了AC斜率的生理约束来将模型参数减少到1.
- 该模型的有效性通过使用来自22名健康志愿者的PTT和BP数据进行验证,这些志愿者经历了诱导的BP变化.
主要成果:
- 拟议的一点校准模型与传统的经验线性校准相比,显示出更高的性能.
- 物理模型实现了更低的偏差 (5.5对6.4mmHg),提高了精度 (8.4对9.4mmHg),并减少了误差 (MAE:7.8对8.8mmHg,RMSE:8.7对10.3mmHg) 的心压.
- 这些结果表明,新方法显著改善了校准准确度.
结论:
- 基于物理模型的创新性一点PTT-BP校准的初步概念验证成功演示.
- 开发的方法具有显著的潜力,可以提高基于PTT的BP监测的准确性和方便性.
- 这种方法可以为更容易获得和可靠的非侵入性BP评估铺平道路.
更多相关视频
11:26Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression
Published on: December 10, 2014
12.4K
10:21Continuous Blood Sampling in Small Animal Positron Emission Tomography/Computed Tomography Enables the Measurement of the Arterial Input Function
Published on: August 8, 2019
8.4K
相关概念视频
Measurement of Blood Pressure
1.0K
Assessing blood pressure is a standard procedure executed in virtually all medical environments. The method utilized today was established over a hundred years ago by an innovative Russian doctor, Dr. Nikolai Korotkoff. The soft ticking noise, known as Korotkoff sounds, heard while taking blood pressure readings results from turbulent blood flow within the vessels. The apparatus required for this procedure includes a sphygmomanometer, a blood pressure cuff attached to a gauge, and a...
1.0K
Equipments Used To Measure Blood Pressure
1.1K
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...
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...
1.1K
Assessment of blood pressure in brachial artery(two-step method)
758
Measuring blood pressure is a fundamental skill in healthcare that aids in diagnosing and monitoring hypertension and other cardiovascular conditions. An aneroid sphygmomanometer, commonly used in clinical settings, offers a manual and precise method for blood pressure measurement. The technique for using this instrument involves specific steps that must be carefully executed to ensure accuracy. The following detailed description outlines a two-step technique for assessing blood pressure using...
758
Sites for measruring blood pressure
1.9K
Blood pressure measurement is a fundamental clinical procedure, providing crucial data for assessing cardiovascular health. Among the various sites for this measurement, the brachial and popliteal arteries are predominantly utilized due to their accessibility and the reliability of their readings. This lesson delves into the anatomical significance, methodology, and considerations of measuring blood pressure at these locations.
The Brachial Artery: Primary Site for Blood Pressure Measurement
The Brachial Artery: Primary Site for Blood Pressure Measurement
1.9K
Special considerations while measuring blood pressure
756
When assessing blood pressure (BP), healthcare professionals must consider various factors and potential unexpected outcomes to ensure accurate readings and provide proper patient care. Adhering to these guidelines is essential to achieving the most reliable results.
Monitoring Both Arms:
Monitoring BP in both arms during the initial assessment is advisable, as the systolic value may differ by five to ten mm Hg between arms. For subsequent BP assessments, use the arm with the higher reading.
Monitoring Both Arms:
Monitoring BP in both arms during the initial assessment is advisable, as the systolic value may differ by five to ten mm Hg between arms. For subsequent BP assessments, use the arm with the higher reading.
756
Assessment of blood pressure in brachial artery(one-step method)
636
This procedural guide systematically measures blood pressure using an oscillometric digital sphygmomanometer, emphasizing accuracy, patient safety, and comfort.
Prepare for the Procedure:
Prepare for the Procedure:
636
