Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (SpringerBriefs in Business Process Management)
暫譯: 醫療過程挖掘:評估與利用運營醫療流程 (SpringerBriefs in Business Process Management)

Ronny S. S. Mans

  • 出版商: Springer
  • 出版日期: 2015-03-26
  • 售價: $3,000
  • 貴賓價: 9.5$2,850
  • 語言: 英文
  • 頁數: 104
  • 裝訂: Paperback
  • ISBN: 3319160702
  • ISBN-13: 9783319160702
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

What are the possibilities for process mining in hospitals?  In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed.

They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model.

This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis.

商品描述(中文翻譯)

醫院中的流程挖掘有哪些可能性?在這本書中,作者通過提出一個醫療保健參考模型來回答這個問題,該模型概述了在醫療保健中潛在可用的各種數據類別及其之間的關係。隨後,基於這個參考模型,他們解釋了在這一領域中流程挖掘的應用機會,並討論了可以進行的各種分析。

他們專注於組織性醫療保健流程,而非醫療治療流程。事件數據與流程挖掘技術的結合使他們能夠基於事實分析醫院內的運營流程,從而為管理和改善醫院內的流程提供堅實的基礎。為此,他們還明確闡述了與醫療保健參考模型數據方面相關的數據質量問題。

本書主要針對從事與業務流程管理、商業智慧、數據挖掘和醫療系統業務流程重設相關領域的高級專業人士,以及專攻醫療信息系統和流程分析的研究生。