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Objective study for pulse diagnosis of Traditional Chinese Medicine: Pulse signal analysis of patients with Coronary Heart Disease

机译:中医脉诊的客观研究:冠心病患者脉搏信号分析

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Objectives: Coronary Heart Disease (CHD) is the leading cause of death for adults worldwide. Pulse diagnosis is a specific diagnostic method in the Traditional Chinese Medicine (TCM). The purpose of this study is to identify the differences of the pulse among CHD patients, cardiovascular disease patients without CHD (Non-CHD) and healthy individuals (Normal). Additionally, to calculate the classification recognition rates with the significant pulse parameters. Methods: 251 subjects were recruited (102 in the CHD group, 94 in the Non-CHD group and 55 in the Normal group). Pulse signals were collected by a pressure sensor (ZBOX-I Digital Pulse Analysis System, designed by Shanghai University of TCM, China) from left-Guan. The time-domain parameters were extracted from the ZBOX-I system. The original data were transformed to frequency-domain and then the relative parameters were calculated. The differences of the parameters among these three groups were compared and contrasted. Moreover, a Fisher Linear Discriminant (FLD) was used to verify the accuracy of the significant parameters. Results: This research showed that the parameters such as: h1, h3, h4, t1, t4, t5, h3/h1, h4/h1, w/t, pulse rate and maximum power value were significantly different. About 81.5% accuracy was attained between CHD group and Normal group in the classification, while 68.5% accuracy between CHD group and Non-CHD group. Conclusions: These results demonstrate that some parameters in time-domain and frequency-domain are good indicators to distinguish CHD patients from healthy individuals as well as cardiovascular disease patients without CHD. Furthermore, they prove that pulse diagnosis, which is a non-invasive and inexpensive method, is a valuable auxiliary tool for the CHD diagnosis and its treatment evaluation.
机译:目标:冠心病(CHD)是全球成人死亡的主要原因。脉冲诊断是中医(TCM)中的一种特定诊断方法。这项研究的目的是确定冠心病患者,无冠心病的心血管疾病患者(非冠心病)和健康个体(正常)之间的脉搏差异。另外,要计算具有重要脉冲参数的分类识别率。方法:招募了251名受试者(冠心病组102名,非冠心病组94名,正常组55名)。脉冲信号是从左关通过压力传感器(ZBOX-I数字脉冲分析系统,由上海中医药大学设计)采集的。时域参数是从ZBOX-I系统中提取的。将原始数据转换到频域,然后计算相关参数。比较和对比了这三组中参数的差异。此外,使用Fisher线性判别(FLD)来验证重要参数的准确性。结果:本研究表明,h1,h3,h4,t1,t4,t5,h3 / h1,h4 / h1,w / t,脉冲率和最大功率值等参数存在显着差异。在分类中,冠心病组和正常组之间的准确率达到约81.5%,冠心病组和非冠心病组之间的准确率达到68.5%。结论:这些结果表明,时域和频域中的某些参数是区分CHD患者与健康个体以及没有CHD的心血管疾病患者的良好指标。此外,他们证明了脉冲诊断是一种无创且廉价的方法,是CHD诊断及其治疗评估的宝贵辅助工具。

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