| 000 | 02439cam a22002895a 4500 | ||
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| 999 |
_c33136 _d33136 |
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| 001 | OCM1ssj0001465278 | ||
| 020 | _a9783319160719 | ||
| 020 | _a9783319160702 | ||
| 072 | 7 |
_aUNH _2bicssc |
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| 072 | 7 |
_aUDBD _2bicssc |
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_aCOM032000 _2bisacsh |
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| 082 | 0 | 4 | _a005.7 MA PR |
| 100 | 1 |
_aMans, Ronny S. _912639 |
|
| 245 | 1 | 0 |
_aProcess Mining in Healthcare : _bEvaluating and Exploiting Operational Healthcare Processes _cRonny S. Mans, Wil M. P. van der Aalst, Rob J. B. Vanwersch |
| 260 |
_aCham : _bSpringer International Publishing, _cc2015. |
||
| 300 |
_ax, 91 p : _bill. ; _c24 cm. |
||
| 490 | 1 |
_aSpringerBriefs in Business Process Management, _x2197-9618 |
|
| 505 | _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 |
_aComputer science _9898 |
|
| 650 | 0 |
_aMedical records _xData processing _916584 |
|
| 650 | 0 |
_aInformation systems _9557 |
|
| 700 | 1 |
_aVan der Aalst, Wil M. P. _912641 |
|
| 700 | 1 |
_aVanwersch, Rob J. B. _912642 |
|
| 856 |
_uhttps://uowd.box.com/s/6a48cy7znfkoq4ybvtdb8uqd2sw8fs9v _zLocation Map |
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| 942 | _cREGULAR | ||