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Updated: Jun 29, 2026

Using a Real-Time Locating System to Measure Walking Activity Associated with Wandering Behaviors Among Institutionalized Older Adults
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针对老年人摔倒检测的人工智能:对机器学习,深度学习方法和未来方向的全面调查

Akshat Gattani1, Shriniket Dixit1, Mrudul Patil1

  • 1School of Computer Science and Engineering, Vellore Institute of Technology, Vellore 632014, India.

Ageing research reviews
|November 20, 2025
PubMed
概括

对老年人来说,准确的摔倒检测至关重要. 本次审查强调了传感器融合和机器学习 (ML) 的有效性,特别是在有限的数据的情况下,以改进降落检测系统以提高安全性.

关键词:
人工智能的人工智能是人工智能.计算机视觉系统 计算机视觉系统深度学习是一种深度学习.落检测 落检测 落检测人机系统的人机系统.机器学习 机器学习年龄较大的成年人.

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Cognitive development continues throughout adulthood, undergoing significant shifts across early, middle, and late stages. Individual transition occurs from adolescent idealism to pragmatic and adaptable thinking in early adulthood. During this period, individuals learn to integrate personal beliefs with the recognition that other perspectives are equally valid. Exposure to the complexities of modern society, diverse experiences, and higher education contribute to this adaptive thought process,...