Verfügbarkeit: Process Mining in Healthcare | Technische Universität München

Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes

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Bibliographische Detailangaben
Beteilige Person:	Mans, Ronny S. (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Cham Springer International Publishing 2015
Schriftenreihe:	SpringerBriefs in Business Process Management
Schlagwörter:	Informatik Gesundheitswesen Informationssystem Elektronische Patientenakte Gesundheitsinformationssystem
Links:	https://ebookcentral.proquest.com/lib/augsburg/detail.action?docID=1998201 https://doi.org/10.1007/978-3-319-16071-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027916854&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027916854&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	1 Online-Ressource (X, 91 p.) Ill.
ISBN:	9783319160719 9783319160702
ISSN:	2197-9618
DOI:	10.1007/978-3-319-16071-9

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Datensatz im Suchindex

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adam_text	PROCESS MINING IN HEALTHCARE / MANS, RONNY S. : 2015 ABSTRACT / INHALTSTEXT 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. PROCESS MINING IN HEALTHCARE / MANS, RONNY S. : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS 1 INTRODUCTION 2 HEALTHCARE PROCESSES 3 PROCESS MINING 4 HEALTHCARE REFERENCE MODEL 5 APPLICATIONS OF PROCESS MINING 6 DATA QUALITY ISSUES 7 EPILOGUE DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
any_adam_object	1
author	Mans, Ronny S.
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dewey-sort	3360
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discipline	Informatik Soziologie Wirtschaftswissenschaften
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spellingShingle	Mans, Ronny S. Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes Informatik (DE-588)4026894-9 gnd Gesundheitswesen (DE-588)4020775-4 gnd Informationssystem (DE-588)4072806-7 gnd Elektronische Patientenakte (DE-588)4843076-6 gnd Gesundheitsinformationssystem (DE-588)4113742-5 gnd
subject_GND	(DE-588)4026894-9 (DE-588)4020775-4 (DE-588)4072806-7 (DE-588)4843076-6 (DE-588)4113742-5
title	Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes
title_auth	Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes
title_exact_search	Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes
title_full	Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes by Ronny S. Mans, Wil M. P. van der Aalst, Rob J. B. Vanwersch
title_fullStr	Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes by Ronny S. Mans, Wil M. P. van der Aalst, Rob J. B. Vanwersch
title_full_unstemmed	Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes by Ronny S. Mans, Wil M. P. van der Aalst, Rob J. B. Vanwersch
title_short	Process Mining in Healthcare
title_sort	process mining in healthcare evaluating and exploiting operational healthcare processes
title_sub	Evaluating and Exploiting Operational Healthcare Processes
topic	Informatik (DE-588)4026894-9 gnd Gesundheitswesen (DE-588)4020775-4 gnd Informationssystem (DE-588)4072806-7 gnd Elektronische Patientenakte (DE-588)4843076-6 gnd Gesundheitsinformationssystem (DE-588)4113742-5 gnd
topic_facet	Informatik Gesundheitswesen Informationssystem Elektronische Patientenakte Gesundheitsinformationssystem
url	https://doi.org/10.1007/978-3-319-16071-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027916854&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027916854&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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