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Konzeption und Realisierung eines Data Warehouses zur Analyse chirurgischer Workflows

Konzeption und Realisierung eines Data Warehouses zur Analyse chirurgischer Workflows

          
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About the Book

Im Umfeld der Medizintechnik entwickelt sich das noch junge und vielversprechende Konzept der Chirurgischen Workflows. Dabei handelt es sich um eine Methode zur intelligenten Erfassung von Prozessbeschreibungen, die im Laufe chirurgischer Eingriffe erhoben werden. Um diese Daten analysieren zu können, ist ein formales Modell notwendig, wodurch eine einheitliche Aufnahme der chirurgischen Vorgänge ermöglicht wird. Die Anwendungsbereiche Chirurgischer Workflows sind weit gestreut. Sie reichen von der Planungsunterstützung im Vorfeld der Operationen bis zur Workflow-Exploration auf Basis durchgeführter Operationen, von der Suche nach Optimierungspotential hinsichtlich der Instrumente bzw. Assistenzsysteme bis zur Verifizierung medizinischer Hypothesen. In dieser Studie wird ein Data Warehouse (DWH) entwickelt, womit chirurgische Workflows erfasst und analysiert werden können. Hierzu wird die herkömmliche Data-Warehouse-Technologie an die besonderen Anforderungen angepasst, die sich im Zusammenhang mit der Analyse von Prozessbeschreibungen ergeben. Es wird gezeigt, wie der Anwender eine multidimensionale Sicht sowohl der Operationen, wie auch ihrer Workflow-Komponenten, erhält und er in die Lage versetzt wird, die zu analysierenden Kennzahlen selbst zu definieren und diese entlang verschiedener Dimensionen und Detaillierungsgrade zu aggregieren. Zunächst führt der Autor in die grundlegenden Themen Business Intelligence (BI), Data Warehouse, multidimensionales Datenmodell und Online Analytical Processing (OLAP) sowie Business Process Intelligence (BPI) ein. In der initialen Designphase des DWH wird die Strukturierung des chirurgischen Workflows behandelt sowie die Überlegungen zu den eingesetzten Datenerfassungsstrategien beleuchtet. Das auf dieser Basis in Form eines E/R-Diagramms erstellte Modell zur Erfassung chirurgischer Prozesse dient als Grundlage für das nachfolgend zu entwickelnde multidimensionale Datenmodell und kann als Input einer Transformation betrachtet
About the Author: Matthias Röger, Jahrgang 1974, arbeitete bis zu Beginn seines Studiums als Industriekaufmann. Zunächst studierte er an der Fachhochschule Konstanz Wirtschaftsinformatik - Fachrichtung Softwareentwicklung - und schloss dieses 2005 als Dipl.-Informatiker (FH) ab. In einem darauf aufbauenden Masterstudium im Studienfach Information Engineering an der Universität Konstanz spezialisierte er sich auf das Umfeld Business Intelligence und beendete dieses 2008 als Master of Science in Information Engineering. Während seines Studiums arbeitete er in der Arbeitsgruppe Datenbanken & Informationssysteme im Projekt "Data Warehouse for Surgical Workflow Analysis" und verfasste auch zu dieser Thematik seine Masterarbeit. In diesem Zusammenhang lieferte er bereits einen Beitrag als Co-Autor zu einem Buchkapitel über konzeptionelles Data-Warehouse-Design für Business Process Intelligence. Seit 2008 ist er als Consultant im Geschäftsfeld Business Intelligence in der Unternehmensberatung NOVO Business Consultants AG, Bern, tätig. Seine Beratungsschwerpunkte liegen dabei in der Analyse, Konzeption, Realisierung und Einführung von Business Intelligence Lösungen auf Basis von SAP BI/BW/BO. Weitere Publikationen: Conceptual Data Warehouse Design Methodology for Business Process Intelligence (Buchkapitel). Svetlana Mansmann, Thomas Neumuth, Oliver Burgert, Matthias Röger und Marc H. Scholl. In (David Taniar, Editor): Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development: Innovative Methods and Applications, in Advances in Data Warehousing and Mining, IGI Press, Inc., 2008.


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Product Details
  • ISBN-13: 9783836684460
  • Publisher: Diplomica Verlag Gmbh
  • Publisher Imprint: Diplomica Verlag Gmbh
  • Height: 254 mm
  • No of Pages: 140
  • Series Title: German
  • Weight: 258 gr
  • ISBN-10: 3836684462
  • Publisher Date: 27 May 2010
  • Binding: Paperback
  • Language: German
  • Returnable: N
  • Spine Width: 8 mm
  • Width: 178 mm


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