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[Research on machine-learning quantitative evaluative model of manual acupuncture manipulation based on

Jiayao Wan1, Binggan Wang1, Tianai Huang1

  • 1School of Acupuncture-Moxibustion and Tuina, Shanghai University of TCM, Shanghai 201203, China.

Zhongguo Zhen Jiu = Chinese Acupuncture & Moxibustion
|September 15, 2025
PubMed
Summary

This study developed an objective model for evaluating manual acupuncture manipulation (MAM) using 3D motion tracking and machine learning. The model offers a new method for standardizing acupuncture education and techniques.

Keywords:
evaluative modelmachine learningmanual acupuncture manipulationmotion tracking technology

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