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相关概念视频

Integrated Healthcare System01:20

Integrated Healthcare System

An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...

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相关实验视频

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Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
06:49

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一个高效的基于服务的系统,用于分层的人类活动传感.

Bhaskar Pawar, Sakyajit Bhattacharya, Varsha Sharma

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 12, 2023
    PubMed
    概括

    本研究引入了一种新的边缘计算系统,用于处理移动数据以识别日常生活活动 (ADL). 该系统优化了设备上的处理,降低了数据传输成本,提高了ADL识别精度.

    科学领域:

    • 移动健康服务提供者
    • 边缘计算 边缘计算
    • 人类活动识别 人类活动识别

    背景情况:

    • 衡量日常生活活动 (ADL) 对于评估老年人的独立性和康复进展至关重要.
    • 现有的方法往往会产生高的数据传输成本和CPU使用量.
    • 需要在设备上高效地处理持续移动数据.

    研究的目的:

    • 提出一个端到端的系统来处理客户端端设备的移动数据.
    • 优化设备上的处理管道,以减少数据传输和CPU负载.
    • 为识别日常生活活动 (ADL) 开发分类算法.

    主要方法:

    • 实施SEAS模型用于持续移动数据处理.
    • 在边缘设备上优化设备内处理管道.
    • 整合一个新的分类算法用于ADL识别.

    主要成果:

    • 拟议的系统有效地在客户端处理连续移动数据.
    • 实现了数据传输成本和CPU使用量的显著降低.
    • 该系统在识别日常生活活动 (ADL) 中表现出相当大的准确性和灵活性.

    结论:

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    • 开发的基于SEAS的系统为设备上的移动数据分析提供了有效的解决方案.
    • 这种方法提高了医疗保健应用实时ADL监测的可行性.
    • 该系统显示出支持独立生活和事件后康复的前景.