ICU-Grade Wearable Sensors With Novel Respiratory Biomarkers to Diagnose and Detect Pre- and Very Early Symptomatic COVID-19 Infection Using Predictive Machine Learning Algorithms
试验速览
- 阶段
- 不适用
- 状态
- 已完成
- 入组人数
- 324
- 试验地点
- 1
- 主要终点
- 1.Efficacy of wearable device to detect respiratory infection parameters: cough count
研究概览
简要总结
This study will monitor physical bio-markers such as heart rate, respiratory rate, and temperature to detect potential COVID-19 infections.
详细描述
The purpose of this research is to assess the accuracy of wearable sensors at detecting and monitoring COVID-19 infections. Our small, wearable sensor can get data on your respiration, body temperature, heart rate, and blood oxygen level, which may help physicians better identify if a respiratory condition is worsening overtime. If successful, our sensor could help healthcare professionals detect early symptoms of COVID-19 respiratory infection and monitor recovery and treat people before their condition worsens significantly.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Prospective
入排标准
- 年龄范围
- 18 Years 至 —（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •Adults aged 18 years old or over
- •Recent (within 1 week) occupational or home exposure to a newly diagnosed COVID-19 infected individual
- •Able and willing to give written consent and comply with study procedures
排除标准
- •Inability to understand instructions and follow a three step command
- •The subject is pregnant, nursing or planning a pregnancy
- •Inability to provide written consent
- •Past confirmed COVID-19 infection with resolution of symptoms
- •Past confirmed COVID-19 active infection moderate or severe symptoms
结局指标
主要结局
1.Efficacy of wearable device to detect respiratory infection parameters: cough count
时间窗: 1 year
Device data measuring cough count. Captured by analysis of peak acclerometer graphing and duration in meters per second squared (m/s2).
次要结局
- 2.Monitoring of respiratory infection symptoms, WURSS-11 Survey(Time Frame: 1 year)
研究者
Shuai (Steve) Xu
Principal Investigator
Northwestern University