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Updated: Jun 23, 2026

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

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

Published on: December 11, 2015

智能手机介导的鼻检测在模拟现实环境中的准确性:算法开发和验证

Jeffrey Brown1, Zachary Mitchell1, Yu Albert Jiang1

  • 1Bodymatter, Inc, 4343 Von Karman Ave, Suite 150J, Newport Beach, CA, 92660, United States, 1 877-870-0649.

JMIR formative research
|March 28, 2025
PubMed
概括

SleepWatch应用程序使用机器学习准确地检测打,在模拟测试中达到95.6%的整体准确性. 这个工具可以帮助识别有睡眠呼吸暂停风险的个体.

关键词:
身体的物质是身体的物质.睡眠观察 睡眠观察机器学习是机器学习.移动设备是移动设备.移动健康的移动健康神经网络的神经网络睡眠呼吸暂停 (Sleep Apnea) 是一个睡眠监测 睡眠监测 睡眠监测睡眠跟踪 睡眠跟踪智能手机的智能手机智能手机的智能手机.智能手机应用程序 智能手机应用程序鼻检测器 鼻检测器鼻追踪器可以追踪鼻.

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相关概念视频

Sleep Apnea01:21

Sleep Apnea

Sleep apnea is a condition where breathing stops intermittently during sleep, often leading to significant health issues. Each episode can last from 10 to 20 seconds or more and is frequently accompanied by a brief arousal from sleep. This disturbance, largely unnoticed by the individual, can lead to severe daytime fatigue. Commonly, individuals seek help after being informed by their partners about loud snoring and noticeable breathing pauses during sleep.
The condition is more prevalent among...