首页> 外文会议>IEEE International Conference on Control and Automation >Objective Study for Pulse Diagnosis of Traditional Chinese Medicine: Pulse Signal Analysis of Patients with Coronary Heart Disease
【24h】

Objective Study for Pulse Diagnosis of Traditional Chinese Medicine: Pulse Signal Analysis of Patients with Coronary Heart Disease

机译:中医脉冲诊断的客观研究:冠心病患者脉冲信号分析

获取原文

摘要

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: hi, h3, h4, tl, t4, t5, h3/hl, h4/hl, 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:目的:冠心病(CHD)是全球成人死亡的主要原因。脉冲诊断是中医(TCM)中的特定诊断方法。本研究的目的是识别CHD患者脉冲的差异,没有CHD(非CHD)和健康个体(正常)的心血管疾病患者。另外,为了计算具有显着脉冲参数的分类识别速率。方法:招募251名受试者(CHD组中的102例,在非CHD组94中,正常组55中)。通过压力传感器(Zbox-i数字脉冲分析系统,由左关)收集脉冲信号(Zbox-i数字脉冲分析系统)。从zbox-i系统中提取时域参数。将原始数据转换为频域,然后计算相对参数。比较这三组参数的差异并对比。此外,使用Fisher线性判别(FLD)来验证显着参数的准确性。结果:该研究表明,诸如:HI,H3,H4,T1,T4,T5,H3 / HL,H4 / HL,W / T,脉冲率和最大功率值的参数显着不同。 CHD集团与普通组在分类中达到约81.5%的准确性,而CHD集团和非CHD组的准确性68.5%。结论:这些结果表明,时间域和频域中的一些参数是区分CHD患者从健康个体以及没有CHD的心血管疾病患者的良好指标。此外,他们证明是一种脉冲诊断,即非侵入性和廉价的方法,是CHD诊断的有价值的辅助工具及其治疗评价。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号