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基于颜色关系分析分类器的双侧光体积描记法评估下肢外周血管阻塞性疾病。

Assessment of bilateral photoplethysmography for lower limb peripheral vascular occlusive disease using color relation analysis classifier.

机构信息

Department of Electrical Engineering, Kao-Yuan University, No. 1821, Jhongshan Rd., Lujhu Township, Kaohsiung County 821, Taiwan.

出版信息

Comput Methods Programs Biomed. 2011 Sep;103(3):121-31. doi: 10.1016/j.cmpb.2010.06.014. Epub 2010 Aug 2.

Abstract

This paper proposes the assessment of bilateral photoplethysmography (PPG) for lower limb peripheral vascular occlusive disease (PVOD) using a color relation analysis (CRA) classifier. PPG signals are non-invasively recorded from the right and left sides at the big toe sites. With the time-domain technique, the right-to-left side difference is studied by comparing the subject's PPG data. The absolute bilateral differences construct various diminishing and damping patterns. These difference patterns in amplitude and shape distortion relate to the grades of PVOD, including the normal condition, lower-grade disease, and higher-grade disease. A CRA classifier is used to recognize the various patterns for PVOD assessment. Its concept is derived from the HSV color model and uses the hue, saturation, and value to depict the disease grades using the natural primary colors of red, green, and blue. PPG signals are obtained from 21 subjects aged 24-65 years using an optical measurement technique. The proposed CRA classifier is tested using the physiological measurements, and the tests reveal its practicality for monitoring PPG signals.

摘要

本文提出了一种使用颜色关系分析(CRA)分类器评估下肢周围血管阻塞性疾病(PVOD)的双侧光体积描记法(PPG)。PPG 信号从大脚趾部位的右侧和左侧非侵入式记录。使用时域技术,通过比较受试者的 PPG 数据研究右侧到左侧的侧差异。双侧绝对差异构建了各种衰减和阻尼模式。这些在幅度和形状失真方面的差异模式与 PVOD 的等级有关,包括正常情况、低等级疾病和高等级疾病。CRA 分类器用于识别用于 PVOD 评估的各种模式。其概念源自 HSV 颜色模型,并使用色调、饱和度和值使用红色、绿色和蓝色这三种自然原色来描绘疾病等级。使用光学测量技术从 21 名年龄在 24-65 岁的受试者中获得 PPG 信号。该 CRA 分类器使用生理测量进行了测试,测试结果表明其在监测 PPG 信号方面具有实用性。

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