Study of E-business applications based on big data analysis in modern hospital health management

In the era of big data, aiming at the problem of health data acquisition and processing in modern hospital information management, this paper analyzes and realizes the auxiliary role of big data and e-business in modern hospital health management. Based on machine learning, this paper analyzes hospi...

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Bibliographic Details
Published inInformation systems and e-business management Vol. 19; no. 2; pp. 621 - 640
Main Authors Li, Xiaohong, Zhang, Yanling, Li, Yujuan, Yu, Ke, Du, Yihua
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2021
Springer Nature B.V
Subjects
Big Data
Business and Management
Data analysis
Data management
Electronic commerce
Information management
Information Systems Applications (incl.Internet)
IT in Business
Machine learning
Management
Management systems
Original Article
Technical services
Logistic regression
Big data
Modern hospital health management
Support vector machine
E-business
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Summary:In the era of big data, aiming at the problem of health data acquisition and processing in modern hospital information management, this paper analyzes and realizes the auxiliary role of big data and e-business in modern hospital health management. Based on machine learning, this paper analyzes hospital health service systems and proposes a detailed management plan that changes the systems from fragmented hospital health management to comprehensive and omnidirectional hospital health management systems and from disordered market competition to comprehensive regionalization to help provide technical support for strengthening hospital health data management.
ISSN:1617-9846
1617-9854
DOI:10.1007/s10257-021-00520-9