The Key Laboratory of Integrated Microsystems, Peking University Shenzhen Graduate School, Shenzhen 518055, China.
J Healthc Eng. 2021 Mar 3;2021:5599272. doi: 10.1155/2021/5599272. eCollection 2021.
In recent years, Traditional Chinese Medicine (TCM) has attracted more and more attention due to its good therapeutic effect, low cost, and convenience. This research is also a part of the goal of the modernization of TCM. Based on the meridian electric potential acquisition system independently developed by our project team, in this paper, we designed the human body's meridian electric potential acquisition scheme. We use principal component analysis (PCA) to prove that the meridional potential signal is derived from the ECG signal. Then, Inception ResNet V2 was used to classify acupoints and nonacupoints. Finally, the classification accuracy rate reached 86.59045265, and the F1 score = 0.72161642. This shows that acupoints and nonacupoints can be distinguished by their surface potential.
近年来，中医药因其良好的疗效、低廉的成本和便利性而越来越受到关注。本研究也是中医药现代化的目标之一。基于我们项目团队自主研发的经络电位采集系统，本文设计了人体经络电位采集方案。我们使用主成分分析（PCA）证明经络电位信号来源于心电图信号。然后，我们使用 Inception ResNet V2 对穴位和非穴位进行分类。最后，分类准确率达到 86.59045265，F1 得分为 0.72161642。这表明可以通过体表电位来区分穴位和非穴位。
