Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes
tarafından
 
Mans, Ronny S. author.

Başlık
Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes

Yazar
Mans, Ronny S. author.

ISBN
9783319160719

Yazar
Mans, Ronny S. author.

Fiziksel Niteleme
X, 91 p. 43 illus., 6 illus. in color. online resource.

Seri
SpringerBriefs in Business Process Management,

İçindekiler
1 Introduction -- 2 Healthcare Processes -- 3 Process Mining -- 4 Healthcare Reference Model -- 5 Applications of Process Mining -- 6 Data Quality Issues -- 7 Epilogue.

Özet
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.

Konu Başlığı
Computer science.
 
Management information systems.
 
Industrial management.
 
Health care management.
 
Health services administration.
 
Health informatics.
 
Application software.
 
Information Systems Applications (incl. Internet).
 
Business Process Management.
 
Computer Appl. in Administrative Data Processing.

Yazar Ek Girişi
van der Aalst, Wil M. P.
 
Vanwersch, Rob J. B.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
http://dx.doi.org/10.1007/978-3-319-16071-9


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book22487-1001QA76.76 .A65Springer E-Book Collection