LEADER 04758nam 22007935 450 001 9910299245903321 005 20200702154702.0 010 $a3-319-16071-0 024 7 $a10.1007/978-3-319-16071-9 035 $a(CKB)3710000000375671 035 $a(EBL)1998201 035 $a(SSID)ssj0001465278 035 $a(PQKBManifestationID)11935245 035 $a(PQKBTitleCode)TC0001465278 035 $a(PQKBWorkID)11472245 035 $a(PQKB)10311912 035 $a(DE-He213)978-3-319-16071-9 035 $a(MiAaPQ)EBC1998201 035 $a(PPN)18489431X 035 $a(EXLCZ)993710000000375671 100 $a20150312d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aProcess Mining in Healthcare $eEvaluating and Exploiting Operational Healthcare Processes /$fby Ronny S. Mans, Wil M. P. van der Aalst, Rob J. B. Vanwersch 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (99 p.) 225 1 $aSpringerBriefs in Business Process Management,$x2197-9618 300 $aDescription based upon print version of record. 311 $a3-319-16070-2 320 $aIncludes bibliographical references. 327 $a1 Introduction -- 2 Healthcare Processes -- 3 Process Mining -- 4 Healthcare Reference Model -- 5 Applications of Process Mining -- 6 Data Quality Issues -- 7 Epilogue. 330 $aWhat are the possibilities for process mining in hospitals?  In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed. They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model. This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis. 410 0$aSpringerBriefs in Business Process Management,$x2197-9618 606 $aApplication software 606 $aManagement information systems 606 $aIndustrial management 606 $aMedical informatics 606 $aHealth services administration 606 $aHealth services administration 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aBusiness Process Management$3https://scigraph.springernature.com/ontologies/product-market-codes/522020 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/H28009 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23060 606 $aComputer Appl. in Administrative Data Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/I2301X 606 $aHealth Care Management$3https://scigraph.springernature.com/ontologies/product-market-codes/527030 615 0$aApplication software. 615 0$aManagement information systems. 615 0$aIndustrial management. 615 0$aMedical informatics. 615 0$aHealth services administration. 615 0$aHealth services administration. 615 14$aInformation Systems Applications (incl. Internet). 615 24$aBusiness Process Management. 615 24$aHealth Informatics. 615 24$aHealth Informatics. 615 24$aComputer Appl. in Administrative Data Processing. 615 24$aHealth Care Management. 676 $a005.7 700 $aMans$b Ronny S$4aut$4http://id.loc.gov/vocabulary/relators/aut$01061768 702 $avan der Aalst$b Wil M. P$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aVanwersch$b Rob J. B$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910299245903321 996 $aProcess Mining in Healthcare$92520020 997 $aUNINA