首页> 外文会议>IASTED international conference on biomedical engineering >BILATERAL PPG SYSTEM WITH AR AND VAN DER POL SCREENING METHODS FOR PAD ESTIMATION IN HEMODIALYSIS PATIENTS
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BILATERAL PPG SYSTEM WITH AR AND VAN DER POL SCREENING METHODS FOR PAD ESTIMATION IN HEMODIALYSIS PATIENTS

机译:具有AR和van der POL筛选方法的双侧PPG系统,用于血液透析患者垫估计

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Peripheral arterial disease (PAD) is highly encountered in hemodialysis patients. The rate of cardiovascular disease-associated hospitalization and mortality among those PAD patients is higher than non-PAD subjects. Early detection of PAD could prevent peripheral limbs problems such as numbness, limp, and amputations, especially in hemodialysis patients' foot. The ankle brachial index (ABI) is a widely used tool for PAD screening; however it has many clinical limitations and is not suitable for the patients with vascular sclerosis. Therefore, the aim of the present study is to develop a bilateral photoplethysmography (PPG) system with Van der Pol (VDP) Oscillator detector based on Burg autoregressive (AR) method for PAD estimation. The proposed system could track the bilateral symmetry or asymmetry of PPG signals and classify the grade of PAD in hemodialysis patients. The test results from 32 patients showed that the proposed system has high accuracy of classification (over 90%) for hemodialysis patients.
机译:在血液透析患者中​​,高度遇到外周动脉疾病(垫)。这些垫患者的心血管疾病相关住院和死亡率高于非垫子受试者。早期检测垫可以防止外周肢体问题,例如麻木,跛行和截肢,特别是在血液透析患者的脚上。踝臂指数(ABI)是一种广泛使用的垫筛选工具;然而,它具有许多临床限制,并且不适合血管硬化患者。因此,本研究的目的是基于BURG自回转(AR)方法,使用VAN der POL(VDP)振荡器检测器进行双侧光学仪器描绘(PPG)系统,用于焊盘估计。所提出的系统可以跟踪PPG信号的双侧对称性或不对称性,并在血液透析患者中​​分类垫等级。 32例患者的测试结果表明,血液透析患者的分类(超过90%以上)具有高精度(超过90%)。

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