莲花软件可以处理可穿戴的拥抱Plus数据数据
1Science of Learning in Education Centre, National Institute of Education, Nanyang Technological University, Singapore 637616, Singapore.
Sensors (Basel, Switzerland)
|December 17, 2024
概括
乐图斯工具包简化了处理Empatica EmbracePlus可穿戴传感器数据的过程. 这种开源工具允许用户分析生理和行为数据,克服纵向研究的编程障碍.
科学领域:
- 生物医学工程 生物医学工程
- 可穿戴技术可穿戴技术
- 数据科学数据科学数据科学
背景情况:
- 恩帕蒂卡EmbracePlus是一款医疗级可穿戴传感器,用于持续的生理监测.
- 它的原始数据存储在高效的Avro文件中,需要编程专业知识进行分析.
- 现有的工具缺乏可访问的方法来编译和分析用户定义的时间段的EmbracePlus数据.
研究的目的:
- 为了介绍LOTUS工具包,一个开源的图形用户界面 (GUI).
- 为了使用户能够在选择的时间间隔内重建和处理Empatica EmbracePlus数据集.
- 为了促进信号处理和对纵向可穿戴设备数据的分析.
主要方法:
- 开发了LOTUS工具包,一个开源的GUI.
- 实现功能,从EmbracePlus.Plus.编译原始的Avro时间序列数据.
- 将编译的数据转换为统一的时间序列格式 (Excel,Matlab),以方便分析.
主要成果:
- 乐图斯工具包为处理Empatica EmbracePlus数据提供了一个可访问的解决方案.
- 用户现在可以在没有高级编程技能的情况下重建和分析纵向的生理和行为数据.
- 该工具包支持转换到标准数据格式,提高数据的可用性.
结论:
- 乐图斯工具包解决了分析Empatica EmbracePlus可穿戴传感器数据的关键缺口.
- 它使研究人员能够对自主功能,行为和健康进行更全面的纵向研究.
- 未来的开发旨在包括对Empatica E4数据和高级功能提取的支持.
更多相关视频
15:00Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
Published on: February 3, 2023
2.4K
10:45A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings
Published on: January 22, 2018
7.6K
相关概念视频
01:22PPE Use in Healthcare Settings I: Donning
923
Donning PPE must be completed before contact with the patient. This process protects from infectious agents. The sequence and action included in each donning are critical, and the steps must be systematic to avoid exposure to pathogens. The institutional policy also needs to be followed while donning PPE. The pre-donning preparations are gathering equipment, inspecting the PPE equipment for tears, holes, or damage, removing jewelry, removing any garments below the elbows, and tying the hair...
923
01:20Integrated Healthcare System
1.5K
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,...
1.5K
01:30Methods of Documentation VII: EMR
824
Electronic Medical Records (EMRs) primarily center around electronically documenting patients' health information within a single healthcare organization or practice. They contain essential clinical data related to a patient's medical history, diagnoses, medications, treatment plans, lab results, and other pertinent information relevant to the specific encounter or episode of care. EMRs are designed to streamline documentation and workflow processes within individual healthcare...
824