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Design of Healthcare Data Analysis System Based on Operational Research and Differential Evolution Algorithm by Xue Jin; Bin-bin Liu is a book available to read on EtoBox.

What is Design of Healthcare Data Analysis System Based on Operational Research and Differential Evolution Algorithm about?

Considering the existing medical data has many characteristics, such as many and complex classification, based on operational research and differential evolution algorithm, a medical data analysis system is designed, which consists of distributed storage module, medical intelligent assistant decision module, data cache module, data analysis module, authority verification module, overall decision module and processor module. Among them, data analysis module and overall decision module are the core of the whole system. In the data analysis module, the data output from the data cache module is split and processed by differential evolution algorithm and clustering mining algorithm, and transmitted to the overall decision module. The decision theory in operational research is used to describe and analyze the data analysis process of decision makers, According to the analysis results, the system makes overall decision, and then realizes the design of the medical and health data analysis system. The experimental results show that the system has a high proportion of practical rules extraction, and the time consumption is shorter, which can further improve the level of medical and health da

Author

Xue Jin; Bin-bin Liu

Publisher

Springer International Publishing AG

Published

2022

Language

EN

ISBN

9783030941819

Subjects

Business, Medical, Computer Science