000 03870nam a22005175i 4500
003 DE-He213
005 20231104114220.0
007 cr nn 008mamaa
008 150312s2015 gw | s |||| 0|eng d
020 _a9783319160719
_z978-3-319-16071-9
024 7 _a10.1007/978-3-319-16071-9
_2doi
050 4 _aQA76.76.A65
072 7 _aUNH
_2bicssc
072 7 _aCOM032000
_2bisacsh
072 7 _aUNH
_2thema
072 7 _aUDBD
_2thema005.7
_223
100 1 _aMans, Ronny S.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aProcess Mining in Healthcare :
_bEvaluating and Exploiting Operational Healthcare Processes /
_cby Ronny S. Mans, Wil M. P. van der Aalst, Rob J. B. Vanwersch.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aSpringerBriefs in Business Process Management,
_x2197-9618
505 0 _a1 Introduction -- 2 Healthcare Processes -- 3 Process Mining -- 4 Healthcare Reference Model -- 5 Applications of Process Mining -- 6 Data Quality Issues -- 7 Epilogue.
520 _aWhat 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 _aManagement information systems.
650 0 _aMedical records
_xData processing.
650 0 _aInformation systems.
650 0 _aHealth care management.
650 1 4 _aInformation Systems Applications (incl. Internet).
_0http://scigraph.springernature.com/things/product-market-codes/I18040
650 2 4 _aBusiness Process Management.
_0http://scigraph.springernature.com/things/product-market-codes/522020
650 2 4 _aHealth Informatics.
_0http://scigraph.springernature.com/things/product-market-codes/H28009
650 2 4 _aHealth Informatics.
_0http://scigraph.springernature.com/things/product-market-codes/I23060
650 2 4 _aComputer Appl. in Administrative Data Processing.
_0http://scigraph.springernature.com/things/product-market-codes/I2301X
650 2 4 _aHealth Care Management.
_0http://scigraph.springernature.com/things/product-market-codes/527030
700 1 _avan der Aalst, Wil M. P.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aVanwersch, Rob J. B.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
856 4 0 _uhttps://doi.org/10.1007/978-3-319-16071-9
_3Springer eBooks
_zOnline access link to the resource
912 _aZDB-2-SCS
999 _c200433800
_d52012
942 _2lcc
_cEBK
041 _aeng