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Research Issues in Clinical Data Warehousing

Published: 01 July 1998 Publication History

Abstract

Medical informatics has been an important area for the application of computing and database technology for at least four decades. This area may benefit from the functionality offered by data warehousing. However, the special nature of clinical applications poses different and new requirements to data warehousing technologies, over those posed by conventional data warehouse applications.This article presents a number of exciting new research challenges posed by clinical applications, to be met by the database research community. These include the need for complex-data modeling features, advanced temporal support, advanced classification structures, continuously valued data, dimensionally reduced data, and the integration of very complex data. In addition, the support for clinical treatment protocols and medical research are interesting areas for research.

Cited By

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  • (2018)Medical Big Data WarehouseJournal of Medical Systems10.1007/s10916-018-0894-942:4(1-16)Online publication date: 1-Apr-2018
  • (2017)Big Data Technologies to Improve Medical Data WarehousingProceedings of the 2nd international Conference on Big Data, Cloud and Applications10.1145/3090354.3090376(1-5)Online publication date: 29-Mar-2017
  • (2010)Optimized column-oriented modelProceedings of the First international conference on Information technology in bio- and medical informatics10.5555/1885247.1885263(118-127)Online publication date: 1-Sep-2010
  • Show More Cited By

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Published In

cover image Guide Proceedings
SSDBM '98: Proceedings of the 10th International Conference on Scientific and Statistical Database Management
July 1998
252 pages
ISBN:0818685751

Publisher

IEEE Computer Society

United States

Publication History

Published: 01 July 1998

Author Tags

  1. Data Warehousing
  2. Medical Informatics

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Cited By

View all
  • (2018)Medical Big Data WarehouseJournal of Medical Systems10.1007/s10916-018-0894-942:4(1-16)Online publication date: 1-Apr-2018
  • (2017)Big Data Technologies to Improve Medical Data WarehousingProceedings of the 2nd international Conference on Big Data, Cloud and Applications10.1145/3090354.3090376(1-5)Online publication date: 29-Mar-2017
  • (2010)Optimized column-oriented modelProceedings of the First international conference on Information technology in bio- and medical informatics10.5555/1885247.1885263(118-127)Online publication date: 1-Sep-2010
  • (2009)Modeling data warehouse schema evolution over extended hierarchy semanticsJournal on Data Semantics XIII10.5555/2172259.2172262(72-96)Online publication date: 1-Jan-2009
  • (2008)Analyses of multi-level and multi-component compressed bitmap indexesACM Transactions on Database Systems10.1145/1670243.167024535:1(1-52)Online publication date: 15-Feb-2008
  • (2007)Multimedia data warehousesMultimedia Tools and Applications10.1007/s11042-007-0118-735:1(91-108)Online publication date: 1-Oct-2007
  • (2006)Integrating different grain levels in a medical data warehouse federationProceedings of the 8th international conference on Data Warehousing and Knowledge Discovery10.1007/11823728_18(185-194)Online publication date: 4-Sep-2006
  • (2006)What time is it in the data warehouse?Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery10.1007/11823728_13(134-144)Online publication date: 4-Sep-2006

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