Process mining in healthcare : evaluating and exploiting operational healthcare processes
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 bet...
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| Main Authors: | , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cham [Switzerland] :
Springer,
[2015]
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| Series: | SpringerBriefs in business process management.
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| Subjects: | |
| ISBN: | 9783319160719 9783319160702 |
| Physical Description: | 1 online zdroj |
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Table of contents
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| 100 | 1 | |a Mans, Ronny S., |e author. | |
| 245 | 1 | 0 | |a Process mining in healthcare : |b evaluating and exploiting operational healthcare processes / |c Ronny S. Mans, Wil M.P. van der Aalst, Rob J.B. Vanwersch. |
| 264 | 1 | |a Cham [Switzerland] : |b Springer, |c [2015] | |
| 300 | |a 1 online zdroj | ||
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| 490 | 1 | |a SpringerBriefs in business process management | |
| 504 | |a Obsahuje bibliografické odkazy. | ||
| 506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity | ||
| 520 | |a 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.- Resumé vydavatel | ||
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| 700 | 1 | |a Vanwersch, Rob J. B., |e author. | |
| 700 | 1 | |a Aalst, Wil van der, |e author. | |
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