Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Classification of Illness01:17

Classification of Illness

9.1K
The meaning of illness is individualized to each person who experiences an alteration in health. In contrast, disease is a medical term indicating a pathological change in the structure and function of the body or mind. It is a condition that has specific symptoms and boundaries.
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
9.1K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Towards bioelectric signal-enabled human healthcare monitoring: state-of-the-art, design strategies, challenge, and future.

npj biomedical innovations·2026
Same author

Real-World Treatment Patterns and Clinical Outcomes in Patients With Extensive-Stage Small Cell Lung Cancer Treated With First-Line Platinum-Based Chemotherapy and ≥ 2 Subsequent Lines of Therapy in the United States.

Advances in therapy·2025
Same author

Multidimensional Analysis of B7 Homolog 3 RNA Expression in Small Cell Lung Cancer Molecular Subtypes.

Clinical cancer research : an official journal of the American Association for Cancer Research·2025
Same author

Exploiting tethered and untethered UAVs: a hybrid aerial communication system.

Scientific reports·2025
Same author

Reducing education inequalities through cloud-enabled live-cell biotechnology.

Trends in biotechnology·2024
Same author

Reconfigurable MIMO-based self-powered battery-less light communication system.

Light, science & applications·2024

相关实验视频

Updated: Mar 1, 2026

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
04:24

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program

Published on: April 19, 2019

12.7K

边缘辅助基于雷达的练习形式分类,使用轻量级合奏学习来实现个性化医疗保健.

Jose Maria Sosa Gomez, Sajid Ahmed, Slim Souissi

    IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
    |February 27, 2026
    PubMed
    概括

    RehabRadar使用毫米波雷达进行私人实时运动表格监控,在检测错误时达到91.5%的准确性,用于个性化康复. 这种基于边缘的系统提供设备内处理和最小的数据传输.

    科学领域:

    • 生物医学工程 生物医学工程
    • 信号处理 信号处理
    • 机器学习 机器学习

    背景情况:

    • 实时,非接触式运动形式监测对于个性化康复至关重要.
    • 像摄像机和可穿戴设备这样的现有方法面临隐私和稳固性挑战.
    • 边缘计算为设备内处理和数据隐私提供了解决方案.

    研究的目的:

    • 开发和评估RehabRadar,这是一个边缘辅助系统,用于使用毫米波雷达进行个性化的实时运动表格监控.
    • 为了将练习执行分类为正确或识别常见错误类型.
    • 优化系统在资源有限的硬件上进行设备上部署.

    主要方法:

    • 使用TI IWR1642 mmWave FMCW雷达进行数据采集.
    • 实施了一个信号处理管道,包括距离测距和FIR高通选.
    • 采用混合组合模型 (MobileNetV3和CNN-LSTM) 用于与晚期融合进行并行推断.
    • 用修剪和INT8量子化为树派4B优化模型.

    主要成果:

    • 在对10名健康成年人进行的概念验证研究中,获得了91.5%的准确性和92.0%的宏观F1评分.
    • 显示了设备端到端的平均延迟时间为1.5秒,用于近乎实时的反.

    更多相关视频

    Author Spotlight: Exploring Breathing Techniques and Digital Solutions for Enhancing Running Performance
    06:26

    Author Spotlight: Exploring Breathing Techniques and Digital Solutions for Enhancing Running Performance

    Published on: September 27, 2024

    1.0K

    相关实验视频

    Last Updated: Mar 1, 2026

    A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
    04:24

    A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program

    Published on: April 19, 2019

    12.7K
    Author Spotlight: Exploring Breathing Techniques and Digital Solutions for Enhancing Running Performance
    06:26

    Author Spotlight: Exploring Breathing Techniques and Digital Solutions for Enhancing Running Performance

    Published on: September 27, 2024

    1.0K
  • 最终的模型有2.1 MB的足迹,所有的处理都发生在设备上.
  • 原始雷达数据在反后被丢弃,确保数据隐私.

    • 结论:

    • RehabRadar展示了在边缘约束下使用毫米波雷达进行个性化,设备上的运动错误检测的可行性.
    • 该系统平衡了准确性,延迟和足迹,用于私人,非接触式家庭康复.
    • 需要进一步验证临床疗效和跨不同人群和炼的通用性.
    • 这项工作促进了物联网医疗保健中的分散学习,用于康复应用.