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<p>This study investigates the efficacy of 3D pose estimation technology in Ba Duan Jin interventions for sarcopenic older individuals. Participants were categorized into three groups: face-to-face traditional training (FFG), general remote training (GRG), and AI-based remote training (AIGRG). Significant enhancements were observed in appendicular skeletal muscle mass index, grip strength, 6-meter walking speed, timed-up-and-go test, and quality of life across all groups. Remarkably, the AI-based group exhibited comparable outcomes to traditional and general online methods. These findings suggest that AI-based telerehabilitation utilizing 3D pose estimation technology, such as Blazepose, presents a viable and effective alternative for remote exercise interventions, offering precise guidance and improving the quality of rehabilitation training.</p>

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Evaluating the efficacy of AI-enhanced 3D human pose estimation in telerehabilitation for older adults with sarcopenia

  • 期刊论文

  • 发表日期：

    2025年2月6日

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  • Deyu Meng,
  • Meiqi Wei,
  • Shichun He,
  • Zongnan Lv,
  • Jianqiang Guan,
  • Guang Yang,
  • Ziheng Wang

摘要

This study investigates the efficacy of 3D pose estimation technology in Ba Duan Jin interventions for sarcopenic older individuals. Participants were categorized into three groups: face-to-face traditional training (FFG), general remote training (GRG), and AI-based remote training (AIGRG). Significant enhancements were observed in appendicular skeletal muscle mass index, grip strength, 6-meter walking speed, timed-up-and-go test, and quality of life across all groups. Remarkably, the AI-based group exhibited comparable outcomes to traditional and general online methods. These findings suggest that AI-based telerehabilitation utilizing 3D pose estimation technology, such as Blazepose, presents a viable and effective alternative for remote exercise interventions, offering precise guidance and improving the quality of rehabilitation training.