Hematocrit Measurement to Determine Blood Viscosity Value and Blood Volume Changes During Hemodialysis

Grace Lamria Pakpahan, Rachmad Setiawan, Nada Fitrieyatul Hikmah
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Abstract

Management of excess fluid is a critical element during hemodialysis. Monitoring blood volume and measuring blood viscosity are two common techniques used to assess fluid overload. Optical methods allow for the precise quantification of hematocrit levels. In this research, a PPG sensor was employed to assess hematologic parameters. The ratio of the AC to DC portions of the LED signal is used to calculate hemoglobin concentration. The pulsatile and non-pulsatile characteristics of blood are represented by the AC and DC components, respectively. After the LED signal from the sensor has been processed, the straight-line approximation can be used to get the AC and DC components. There is a 94.63% degree of precision and an 89.17% rate of accuracy when measuring hemoglobin concentration. The concentration of hematocrit can be measured to within a precision of 94.63 percentage points and an accuracy of 88.82 percent. This study has the potential to be included into hemodialysis machines in the future, allowing these devices to detect changes in blood viscosity and blood volume in hemodialysis patients.
测定血液透析过程中血液粘度值和血容量变化的红细胞压积
过量液体的处理是血液透析过程中的一个关键因素。监测血容量和测量血液粘度是评估液体过载的两种常用技术。光学方法允许精确定量红细胞压积水平。在本研究中,采用PPG传感器评估血液学参数。LED信号的交流与直流部分的比率用于计算血红蛋白浓度。血液的搏动性和非搏动性分别由交流和直流成分表示。在对来自传感器的LED信号进行处理后,可以使用直线近似来获得交流和直流分量。测定血红蛋白浓度的精密度为94.63%,准确度为89.17%。红细胞压积浓度的测量精度为94.63个百分点,准确度为88.82%。这项研究有可能在未来被纳入血液透析机,使这些设备能够检测血液透析患者血液粘度和血容量的变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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