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太极拳(八法五步)训练与基于人工智能的动作精度反馈对老年人身心结果的影响。

The Effect of Tai Chi (Bafa Wubu) Training and Artificial Intelligence-Based Movement-Precision Feedback on the Mental and Physical Outcomes of Elderly.

机构信息

School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China.

Chinese WuShu Academy, Beijing Sport University, Beijing 100084, China.

出版信息

Sensors (Basel). 2024 Oct 9;24(19):6485. doi: 10.3390/s24196485.

Abstract

(1) Background: This study aims to compare the effects of AI-based exercise feedback and standard training on the physical and mental health outcomes of older adults participating in a 4-week tai chi training program. (2) Methods: Participants were divided into three groups: an AI feedback group received real-time movement accuracy feedback based on AI and inertial measurement units (IMUs), a conventional feedback group received verbal feedback from supervisors, and a control group received no feedback. All groups trained three times per week for 8 weeks. Outcome measures, including movement accuracy, balance, grip strength, quality of life, and depression, were assessed before and after the training period. (3) Results: Compared to pre-training, all three groups showed significant improvements in movement accuracy, grip strength, quality of life, and depression. Only the AI feedback group showed significant improvements in balance. In terms of movement accuracy and balance, the AI feedback group showed significantly greater improvement compared to the conventional feedback group and the control group. (4) Conclusions: Providing real-time AI-based movement feedback during tai chi training offers greater health benefits for older adults compared to standard training without feedback.

摘要

(1)背景:本研究旨在比较基于人工智能的运动反馈和标准训练对参加为期 4 周的太极拳训练计划的老年人身心健康结果的影响。(2)方法:参与者被分为三组:人工智能反馈组接受基于人工智能和惯性测量单元(IMU)的实时运动准确性反馈,常规反馈组接受监督员的口头反馈,对照组则没有反馈。所有组每周训练 3 次,共 8 周。在训练前后评估运动准确性、平衡、握力、生活质量和抑郁等结果指标。(3)结果:与训练前相比,所有三组在运动准确性、握力、生活质量和抑郁方面均有显著改善。只有人工智能反馈组在平衡方面有显著改善。在运动准确性和平衡方面,人工智能反馈组与常规反馈组和对照组相比,改善更为显著。(4)结论:与没有反馈的标准训练相比,在太极拳训练中提供实时人工智能运动反馈可为老年人带来更大的健康益处。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc06/11479303/d0bdaf6b52eb/sensors-24-06485-g001.jpg

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