Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2015
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| Series: | SpringerBriefs in Business Process Management
|
| Subjects: | |
| Online Access: | UBA01 Volltext Abstract Inhaltsverzeichnis |
| Physical Description: | 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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| 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. |
| author_facet | Mans, Ronny S. |
| author_role | aut |
| author_sort | Mans, Ronny S. |
| author_variant | r s m rs rsm |
| building | Verbundindex |
| bvnumber | BV042481895 |
| classification_rvk | ST 640 QX 700 |
| collection | ZDB-2-SCS ZDB-30-PQE |
| ctrlnum | (OCoLC)906192639 (DE-599)BVBBV042481895 |
| dewey-full | 360 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 360 - Social problems and services; associations |
| dewey-raw | 360 |
| dewey-search | 360 |
| dewey-sort | 3360 |
| dewey-tens | 360 - Social problems and services; associations |
| discipline | Informatik Soziologie Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-319-16071-9 |
| format | Electronic eBook |
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| illustrated | Illustrated |
| indexdate | 2024-07-10T01:23:00Z |
| institution | BVB |
| isbn | 9783319160719 9783319160702 |
| issn | 2197-9618 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027916854 |
| oclc_num | 906192639 |
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| physical | 1 Online-Ressource (X, 91 p.) Ill. |
| psigel | ZDB-2-SCS ZDB-30-PQE ZDB-2-SCS_2015 |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer International Publishing |
| record_format | marc |
| series2 | SpringerBriefs in Business Process Management |
| spelling | Mans, Ronny S. Verfasser aut Process Mining in Healthcare Evaluating and Exploiting Operational Healthcare Processes by Ronny S. Mans, Wil M. P. van der Aalst, Rob J. B. Vanwersch Cham Springer International Publishing 2015 1 Online-Ressource (X, 91 p.) Ill. txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in Business Process Management 2197-9618 Informatik (DE-588)4026894-9 gnd rswk-swf Gesundheitswesen (DE-588)4020775-4 gnd rswk-swf Informationssystem (DE-588)4072806-7 gnd rswk-swf Elektronische Patientenakte (DE-588)4843076-6 gnd rswk-swf Gesundheitsinformationssystem (DE-588)4113742-5 gnd rswk-swf Informatik (DE-588)4026894-9 s Elektronische Patientenakte (DE-588)4843076-6 s Informationssystem (DE-588)4072806-7 s Gesundheitswesen (DE-588)4020775-4 s Gesundheitsinformationssystem (DE-588)4113742-5 s DE-604 van der Aalst, Wil M. Sonstige oth Vanwersch, Rob J. B. Sonstige oth https://doi.org/10.1007/978-3-319-16071-9 Verlag Volltext Springer Fremddatenuebernahme application/pdf 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 Abstract Springer Fremddatenuebernahme application/pdf 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 Inhaltsverzeichnis |
| 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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