{"title":"数据挖掘在医院管理中的应用研究","authors":"Yutao Liu, Hengyu Cai, Guijie Li, Hang Zhao","doi":"10.1109/ICRIS.2018.00099","DOIUrl":null,"url":null,"abstract":"It is difficult to use traditional statistical analysis technology to effectively analyze massive data. Data mining technology has this function and can provide more powerful technical support for hospital management decisions. This paper introduces the application of class description, association analysis, cluster analysis, classification and prediction, and time-sequence model technology in hospital management, and points out the extensive applicability of data mining technology in medical cost management, medical diagnosis management, and hospital resource management. The paper has made actively exploration in supporting the analysis and decision-making of hospital administrators.","PeriodicalId":194515,"journal":{"name":"2018 International Conference on Robots & Intelligent System (ICRIS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Research on Application of Data Mining in Hospital Management\",\"authors\":\"Yutao Liu, Hengyu Cai, Guijie Li, Hang Zhao\",\"doi\":\"10.1109/ICRIS.2018.00099\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"It is difficult to use traditional statistical analysis technology to effectively analyze massive data. Data mining technology has this function and can provide more powerful technical support for hospital management decisions. This paper introduces the application of class description, association analysis, cluster analysis, classification and prediction, and time-sequence model technology in hospital management, and points out the extensive applicability of data mining technology in medical cost management, medical diagnosis management, and hospital resource management. The paper has made actively exploration in supporting the analysis and decision-making of hospital administrators.\",\"PeriodicalId\":194515,\"journal\":{\"name\":\"2018 International Conference on Robots & Intelligent System (ICRIS)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Robots & Intelligent System (ICRIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICRIS.2018.00099\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Robots & Intelligent System (ICRIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRIS.2018.00099","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on Application of Data Mining in Hospital Management
It is difficult to use traditional statistical analysis technology to effectively analyze massive data. Data mining technology has this function and can provide more powerful technical support for hospital management decisions. This paper introduces the application of class description, association analysis, cluster analysis, classification and prediction, and time-sequence model technology in hospital management, and points out the extensive applicability of data mining technology in medical cost management, medical diagnosis management, and hospital resource management. The paper has made actively exploration in supporting the analysis and decision-making of hospital administrators.