Integrating the Internet of Things and Big Data Analytics Into Decision Support Models for Healthcare Management

semanticscholar(2017)

引用 0|浏览0
暂无评分
摘要
This paper presents an analysis of the innovative management of healthcare systems through the application of the Internet of Things (IoT) and Big Data Analytics (BDA). By integrating the technology of IoT and the intelligence of BDA we derive some guidelines for service designs that amplify the personalized, co-creative nature of effective health care. Capturing and interpreting data about patients’ needs and desires, resource availabilities (doctors, nurses, medical equipment, medical supplies and others), treatment options and potential outcomes enables a smart and adaptive health management system for planning, scheduling and coordinating service activities in a jointly managed, co-creative system. This research formulates the key decision models that will support co-creative service systems that can take advantage of IoT and BDA. We identify the unique tradeoffs that these technologies present to the design and management of healthcare systems, specify the data requirements of the predictive models that are recommended, formulate the mathematical structure of the decision models and describe the changes to the management and culture of the healthcare service system that will be necessary.
更多
查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要