國立高雄大學圖資館 |

Language: English

Back

Process mining in healthcareevaluati...

Aalst, Wil M. P. van der.

Process mining in healthcareevaluating and exploiting operational healthcare processes /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Process mining in healthcareby Ronny S. Mans, Wil M.P. van der Aalst, Rob J.B. Vanwersch.
Reminder of title:	evaluating and exploiting operational healthcare processes /
Author:	Mans, Ronny S.
other author:	Aalst, Wil M. P. van der.
Published:	Cham :Springer International Publishing :2015.
Description:	x, 91 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Medical careQuality control.
Online resource:	http://dx.doi.org/10.1007/978-3-319-16071-9
ISBN:	9783319160719 (electronic bk.)

Process mining in healthcareevaluating and exploiting operational healthcare processes /
Mans, Ronny S.

Process mining in healthcareevaluating and exploiting operational healthcare processes /[electronic resource] :by Ronny S. Mans, Wil M.P. van der Aalst, Rob J.B. Vanwersch. - Cham :Springer International Publishing :2015. - x, 91 p. :ill., digital ;24 cm. - SpringerBriefs in business process management,2197-9618. - SpringerBriefs in business process management..

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.

ISBN: 9783319160719 (electronic bk.)

Standard No.: 10.1007/978-3-319-16071-9doiSubjects--Topical Terms:

258260
Medical care
--Quality control.

LC Class. No.: RA399

Dewey Class. No.: 362.10685

Process mining in healthcareevaluating and exploiting operational healthcare processes /
LDR:02334nmm a2200325 a 4500 001 462525
003 DE-He213
005 20151019150612.0
006 m d
007 cr nn 008maaau
008 151119s2015 gw s 0 eng d
020 $a 9783319160719 (electronic bk.)
020 $a 9783319160702 (paper)
024 7 $a 10.1007/978-3-319-16071-9 $2 doi
035 $a 978-3-319-16071-9
040 $a GP $c GP
041 0 $a eng
050 4 $a RA399
072 7 $a UNH $2 bicssc
072 7 $a UDBD $2 bicssc
072 7 $a COM032000 $2 bisacsh
082 0 4 $a 362.10685 $2 23
090 $a RA399 $b .M286 2015
100 1 $a Mans, Ronny S. $3 715551
245 1 0 $a Process mining in healthcare $h [electronic resource] : $b evaluating and exploiting operational healthcare processes / $c by Ronny S. Mans, Wil M.P. van der Aalst, Rob J.B. Vanwersch.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a x, 91 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in business process management, $x 2197-9618
520 $a 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.
650 0 $a Medical care $x Quality control. $3 258260
650 0 $a Health services administration. $3 191680
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
650 2 4 $a Business Process Management. $3 714086
650 2 4 $a Health Informatics. $3 274212
650 2 4 $a Computer Appl. in Administrative Data Processing. $3 275283
650 2 4 $a Health Care Management. $3 674996
700 1 $a Aalst, Wil M. P. van der. $3 715552
700 1 $a Vanwersch, Rob J.B. $3 715553
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in business process management. $3 678332
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-16071-9
950 $a Computer Science (Springer-11645)