Analysis of Hospital Processes with Process Mining Techniques

Arturo Orellana García, Damián Pérez-Alfonso, Osvaldo Ulises Larrea Armenteros
{"title":"Analysis of Hospital Processes with Process Mining Techniques","authors":"Arturo Orellana García, Damián Pérez-Alfonso, Osvaldo Ulises Larrea Armenteros","doi":"10.3233/978-1-61499-564-7-310","DOIUrl":null,"url":null,"abstract":": Process mining allows for discovery, monitoring, and improving processes identified in information systems from their event logs. In hospital environments, process analysis has been a crucial factor for cost reduction, control and proper use of resources, better patient care, and achieving service excellence. This paper presents a new component for event logs generation in the Hospital Information System or HIS, developed at University of Informatics Sciences. The event logs obtained are used for analysis of hospital processes with process mining techniques. The proposed solution intends to achieve the generation of event logs in the system with high quality. The performed analyses allowed for redefining functions in the system and proposed proper flow of information. The study exposed the need to incorporate process mining techniques in hospital systems to analyze the processes execution. Moreover, we illustrate its application for making clinical and administrative decisions for the management of hospital activities.","PeriodicalId":79446,"journal":{"name":"Medinfo. MEDINFO","volume":"17 3","pages":"310-314"},"PeriodicalIF":0.0000,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Medinfo. MEDINFO","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3233/978-1-61499-564-7-310","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 16

Abstract

: Process mining allows for discovery, monitoring, and improving processes identified in information systems from their event logs. In hospital environments, process analysis has been a crucial factor for cost reduction, control and proper use of resources, better patient care, and achieving service excellence. This paper presents a new component for event logs generation in the Hospital Information System or HIS, developed at University of Informatics Sciences. The event logs obtained are used for analysis of hospital processes with process mining techniques. The proposed solution intends to achieve the generation of event logs in the system with high quality. The performed analyses allowed for redefining functions in the system and proposed proper flow of information. The study exposed the need to incorporate process mining techniques in hospital systems to analyze the processes execution. Moreover, we illustrate its application for making clinical and administrative decisions for the management of hospital activities.
基于流程挖掘技术的医院流程分析
流程挖掘允许发现、监视和改进信息系统中从事件日志中识别的流程。在医院环境中,流程分析一直是降低成本、控制和正确使用资源、改善患者护理和实现卓越服务的关键因素。本文介绍了一种用于医院信息系统(HIS)中事件日志生成的新组件。所获得的事件日志可用于流程挖掘技术对医院流程进行分析。提出的解决方案旨在实现系统中高质量的事件日志生成。所执行的分析允许重新定义系统中的功能,并提出适当的信息流。该研究揭示了将流程挖掘技术纳入医院系统以分析流程执行的必要性。此外,我们还说明了它在医院活动管理的临床和行政决策中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信