使用商用云平台开发远程患者监控基础设施
Minh Cao1, Ramin Ramezani1, Vivek Kumar Katakwar2
1Center for Smart Health, University of California Los Angeles, Los Angeles, CA, United States.
Frontiers in digital health
|November 21, 2024
概括
本研究介绍了一种可扩展的物联网 (IoT) 架构,用于使用云平台进行HIPAA合规的远程患者监控. 它分析云基础设施成本和性能,以确保医疗数据的安全管理.
科学领域:
- 医疗保健技术 医疗保健技术 医疗保健技术
- 云计算是一种云计算.
- 数据安全数据安全
背景情况:
- 通过可穿戴传感器持续监控患者,产生大量数据.
- 确保患者健康信息 (PHI) 的安全性和隐私性至关重要.
- 遵守健康保险可移植性和问责法案 (HIPAA) 提出了远程监控的发展挑战.
研究的目的:
- 为医疗保健提供一种新的物联网 (IoT) 架构.
- 使用商业云平台展示HIPAA合规健康监测系统的开发.
- 评估医疗保健应用云基础设施的性能和成本效益.
主要方法:
- 设计了一个利用微软Azure和亚马逊网络服务 (AWS) 的物联网架构.
- 实现了云功能,以实现可扩展性,安全性和负载平衡.
- 进行了Azure和AWS基础设施的成本分析和性能评估,包括数据处理速度和数据库查询延迟.
主要成果:
- 拟议的物联网架构有助于创建符合HIPAA的健康监测系统.
- 分析提供了Azure和AWS用于医疗保健的成本和性能指标的见解.
- 云平台为安全管理大量患者数据提供了必不可少的功能.
结论:
- 商业云平台有效支持可扩展和安全的医疗监测系统的开发.
- 提出的架构简化了对远程患者监控的HIPAA法规的遵守.
- 性能和成本评估为选择医疗保健云解决方案提供了宝贵的指导.
关键词:
在这里,我们可以看到AIAIAI.大数据分析大数据分析云计算是云计算中的一个.医疗保健 医疗保健 医疗保健 医疗保健物联网 (IoT) 的物联网 (IoT) 的物联网.远程监控患者的患者监控.无线传感器网络是无线传感器网络.更多相关视频
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