期刊
JOURNAL OF MANAGEMENT ANALYTICS
卷 5, 期 4, 页码 334-349出版社
ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD
DOI: 10.1080/23270012.2018.1490211
关键词
smart healthcare; electronic healthcare records; behaviour pattern mining; regional medical union
资金
- Shanghai Jiao Tong University [16JCCS08]
- Shanghai Institute of Precision Measurement Project [SAST2017-128]
Regional medical unions are practical approaches to deal with the cases that patients crowd in Grade 3 Class A general hospitals in metropolitan cities such as Shanghai, in China. However, electronic medical data analysis exists challenges when patients are referred among different hospitals in the regional medical unions during treatment procedures. In smart cities, demands for medical services provided by smart devises, complicate the environment of medical data analysis. In order to tackle the above problems, in this paper, a healthcare data analysis system for regional medical union is designed to support doctors from different hospitals to assess health conditions of patients in an overall data view. Behaviour patterns are mined from physiological index values. Tags are generated from social networks data to find the hot topics concerned by people living in common region. Experiments are given to illustrate the feasibility of the system in supporting healthcare data analysis.
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