Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (SpringerBriefs in Business Process Management), by Ronny S. Mans, Wil van der Aalst, Rob J. B. Vanwersch
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Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (SpringerBriefs in Business Process Management), by Ronny S. Mans, Wil van der Aalst, Rob J. B. Vanwersch
PDF Ebook Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (SpringerBriefs in Business Process Management), by Ronny S. Mans, Wil van der Aalst, Rob J. B. Vanwersch
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. Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (SpringerBriefs in Business Process Management), by Ronny S. Mans, Wil van der Aalst, Rob J. B. Vanwersch- Amazon Sales Rank: #1980261 in Books
- Published on: 2015-03-17
- Released on: 2015-03-17
- Original language: English
- Number of items: 1
- Dimensions: 9.25" h x .25" w x 6.10" l, .0 pounds
- Binding: Paperback
- 91 pages
From the Back Cover
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."
About the Author
Ronny Mans is a postdoctoral researcher at the Eindhoven University of Technology (TU/e). He is working in the Technology Foundation STW project “Developing Tools for Understanding Healthcare Processes” in which he focuses on the development of (process mining) techniques. He has published 10 journal papers, 30 refereed conference/workshop publications, and 8 book chapters. Ronny is a member of the editorial board of the KR4HC/ProHealth workshop and of the editorial board of the International Journal of Privacy and Health Information Management.
Wil van der Aalst is a full professor of Information Systems at TU/e. He is also the Academic Supervisor of the International Laboratory of Process-Aware Information Systems of the National Research University, Higher School of Economics in Moscow. Moreover, since 2003 he has a part-time appointment at Queensland University of Technology (QUT). His research interests include workflow management, process mining, Petri nets, business process management, process modeling, and process analysis. Wil has published more than 160 journal papers, 17 books (as author or editor), 300 refereed conference/workshop publications, and 50 book chapters. Many of his papers are highly cited (he has an H-index of 113 according to Google Scholar) and his ideas have influenced researchers, software developers, and standardization committees working on process support. He is also a member of the Royal Netherlands Academy of Arts and Sciences (KNAW), the Royal Holland Society of Sciences and Humanities (Koninklijke Hollandsche Maatschappij der Wetenschappen), and the Academy of Europe (Academia Europaea).
Rob Vanwersch is a program manager at Maastricht University Medical Center. In addition, he is a doctoral candidate and guest-lecturer within the Information Systems Group of the Department of Industrial Engineering and Innovation Sciences at TU/e. His research focuses on developing methodological support for redesigning business processes in healthcare. Rob Vanwersch has published several peer-reviewed journal and conference papers, and he also is a member of the user committee of the Technology Foundation STW project ”Developing tools for understanding healthcare processes”.
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Most helpful customer reviews
0 of 0 people found the following review helpful. Excellent Reference for Process Mining in Healthcare! By Gerald This is a good book, particularly if you are looking for a process mining reference model for healthcare. Although process mining went out in the mainstream roughly five years ago (esp. with Wil M.P. van der Aalst's first release of the Process Mining book), this is still an emergent technology, how much more an application to healthcare. I am a ComSci graduate student with focus on Process Mining in Healthcare (e.g. on Electronic Medical Record systems). I will surely use this briefer as a reference to my study. My only request though that instead of an ERD presentation of the reference model, a business process flow would have been very helpful to understand the process flows, maybe in the next iteration. Thanks Ronny and Wil M.P. for this brief!
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