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Performance Evaluation of Hospital Economic Management with the Clustering Algorithm Oriented towards Electronic Health Management

Authors :
Tian Tian
Dixin Deng
Source :
Journal of healthcare engineering. 2022
Publication Year :
2021

Abstract

In order to study the clustering algorithm based on density grid, the performance evaluation index system of hospital economic management under the application of electronic health management system is constructed. Firstly, this work designs the basic architecture of electronic health management system, classifies and screens the process of index system of electronic health management system, compares the clustering algorithm based on density grid with the simple clustering algorithm based on density or grid, and then applies it to the performance evaluation index system of hospital economic management. According to the principle of Mitchell scoring method, the expert questionnaire of hospital economic management performance evaluation index system was designed, and Delphi method was used to evaluate the candidate indexes from the three dimensions of right, legitimacy, and urgency. The results show that, compared with simple network clustering algorithm and density clustering algorithm, the clustering algorithm based on density network produces higher purity (94% VS 73% VS 67%) and lower entropy (0.9 VS 1.4 VS 1.54), which effectively saves memory consumption, and the difference is statistically significant (P

Details

ISSN :
20402309
Volume :
2022
Database :
OpenAIRE
Journal :
Journal of healthcare engineering
Accession number :
edsair.doi.dedup.....826cd79d6ee7d7f26bd53b4f6f2e8081