Blood Leak Detection System in Hemodialysis Due to Venous Needle Dislodgement

Zahrotus Syarifah, T. A. Sardjono, M. Fatoni
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Abstract

Venous Needle Dislodgement (VND) is one of the life-threatening complications that might occur during hemodialysis. In this research, a device that can identify blood leakage caused by VND has been developed, allowing it to activate the blood pump and produce audible and visual alerts. The sensor is made up of four Light Dependent Resistor (LDR) sensors that are arranged in an array to look for the presence of blood. The sensor can identify a drop of 0.05 ml blood within 0.5-1 second. The accuracy of the sensor is 99.92%, 100%, 99.96%, and 99.89%. The Hetero Associate Memory (HAM) approach is used to determine the level of risk displaying 100% and 100% sensitivity in the results of specificity testing. When blood is discovered by sensors with three levels of risks, the system has the ability to activate auditory and visual alerts and stop the blood pump.
静脉针头脱位导致血液透析中的漏血检测系统
静脉针头移位(VND)是血液透析过程中可能发生的危及生命的并发症之一。在这项研究中,一种可以识别由VND引起的血液泄漏的设备已经开发出来,允许它激活血泵并产生听觉和视觉警报。该传感器由四个光相关电阻(LDR)传感器组成,这些传感器排列成阵列,以寻找血液的存在。该传感器可以在0.5-1秒内识别一滴0.05毫升的血液。传感器的精度分别为99.92%、100%、99.96%和99.89%。采用异源关联记忆(HAM)方法确定风险水平,在特异性测试结果中显示100%和100%的敏感性。当血液被具有三级风险的传感器发现时,该系统有能力激活听觉和视觉警报,并停止血泵。
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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