ABSTRACT
The Standard for Digital Imaging and Communications in Medicine (DICOM) specifies a non-proprietary digital imaging format, file structure and data interchange protocols for the transfer of biomedical images and non-image data related to such images--it is a specification of the components that are required in order to achieve inter-operability between biomedical imaging computer systems. In this paper we describe how a Grid-enabled medical imaging database---eDiaMoND--employs an object-relational approach to the storage of DICOM files. Although the work described has been carried out within the context of a particular mammography related project, the underlying principles are applicable to other medical imaging systems dealing either with other modalities or with other diseases.
- M. Baum and S. Denton. Breast Cancer: The Facts. Oxford Medical Publications, 1981.Google Scholar
- F. Berman, G. C. Fox, and A. J. G. Hey, editors. Grid Computing: Making The Global Infrastructure a Reality. Wiley, 2003. Google ScholarDigital Library
- W. D. Bidgood Jr, L. Y. Korman, A. M. Golichowski, P. L. Hildebrand, A. R. Mori, B. Bray, N. J. G. Brown, K. A. Spackman, S. B. Dove, and K. Schoeffler. Medical data standards: controlled terminology for clinically-relevant indexing and selective retrieval of biomedical images. International Journal on Digital Libraries, 1(3):278--287, 1997.Google ScholarDigital Library
- Breast Imaging Reporting and Data System: BI-RADS. www.acr.org/departments/stand_accred/birads.Google Scholar
- R. G. Blanks, S. M. Moss, C. McGahan, M. J. Quinn, and P. J. Babb. Effect of NHS breast screening programme on mortality from breast cancer in England and Wales, 1990--8: comparison of observed with predicted mortality. British Medical Journal, 321:665--669, 2000.Google ScholarCross Ref
- J. M. Brady, D. J. Gavaghan, A. C. Simpson, M. M. Parada, and R. P. Highnam. eDiaMoND: A grid-enabled federated database of annotated mammograms. In F. Berman, G. C. Fox, and A. J. G. Hey, editors, Grid Computing: Making the Global Infrastructure a Reality, pages 923--943. Wiley Series, 2003.Google Scholar
- T. Connolly and C. Begg. Database Systems: A Practical Approach to Design, Implementation, and Management. Addison-Wesley, 2002. Google ScholarDigital Library
- P. B. Dean. Overview of breast cancer screening. In M. Doi, M. L. Giger, R. M. Nishikawa, and R. A. Schmidt, editors, 3rd International Workshop on Digital Mammography, volume 1119 of Excerpta Medica International Congress Series, pages 19--26. Elsevier Science, 1996.Google Scholar
- M. A. Epstein, M. S. Pasieka, W. P. Lord, S. T. Wong, and N. Mankovich. Security for the digital information age of medicine: Issues, applications, and implementation. Journal of Digital Imaging, 11(1):33--44, 1998.Google ScholarCross Ref
- J. Esteve, A. Kricker, J. Ferlay, and D. M. Parkin. Facts and figures of cancer in the European Community. Technical report, International Agency for Research on Cancer, Lyon, France, 1993.Google Scholar
- P. Forrest. Breast Cancer Screening. Report to the Health Ministers of England, Wales, Scotland and Northern Ireland. HMSO, London, UK, 1986.Google Scholar
- I. Foster and C. Kesselman, editors. The GRID: Blueprint For A New Computing Infrastructure. Morgan Kaufmann, 1999. Google ScholarDigital Library
- Globus Toolkit. http://www-unix.globus.org/Globus, June 2003.Google Scholar
- R. P. Highnam and J. M. Brady. Mammographic Image Analysis. Kluwer Academic Publishers, 1999.Google ScholarCross Ref
- K. Johnston and J. Brown. Two view mammography at incident screens: cost effectiveness analysis of policy options. British Medical Journal, 319:1097--1102, 1999.Google ScholarCross Ref
- Y. Kim. Requirements for PACS workstation. In Proceedings of the Second International Conference on Image Management and Communication in Patient Care, Kyoto. IEEE Computer Society Press, 1991.Google ScholarCross Ref
- National Electrical Manufacturers Association. Digital Imaging and Communications in Medicine (DICOM), 2003.Google Scholar
- National Digital Mammography Archive. http://nscp01.physics.upenn.edu/ndma/.Google Scholar
- The NHS Cancer Plan. www.doh.gov.uk/cancer/cancerplan.htm.Google Scholar
- Open Grid Services Architecture - Data Access and Integration, OGSA-DAI. http://www.ogsa-dai.org, April 2003.Google Scholar
- Open Grid Services Architecture - Distributed Query Processor, OGSA-DQP. http://www.ogsa-dai.org/dqp/, August 2003.Google Scholar
- Open Grid Services Infrastructure (OGSI) Version 1.0. http://www-unix.globus.org/toolkit/draft-ggf-ogsigridservice-33_2003-06-27.pdf, June 2003.Google Scholar
- J. Patnick, editor. NHS Breast Screening Programme Review 1996. NHS Breast Screening Programme, 1996.Google Scholar
- V. L. Shavers and M. L. Brown. Racial and ethnic disparities in the receipt of cancer treatment. Journal of the National Cancer Institute, 94(5):334--357, 2002.Google ScholarCross Ref
- J. Smith, A. Gounaris, P. Watson, N. W. Paton, A. A. A. Fernandes, and R. Sakellariou. Distributed query processing on the Grid. In M. Parashar, editor, Proceedings of the 3rd International Workshop on Grid Computing (GRID 2002), Baltimore, MD, USA, pages 279--290. Springer-Verlag Lecture Notes in Computer Science, volume 2536, 2002. Google ScholarDigital Library
- P. Watson. Databases and The Grid. Technical Report CS-TR: 755, Department of computing Science, University of Newcastle, 2002.Google Scholar
- S. T. C. Wong and H. Huang. Authenticity techniques for PACS images and records. In SPIE 2435: Medical Imaging Proceedings---PACS Design and Evaluation, San Diego, 1995.Google Scholar
- S. T. C. Wong and Kent Soo Hoo. Medical imagery. In V. Castelli and L. D. Bergman, editors, Image Databases: Search and Retrieval of Digital Imagery, pages 83--105. John Wiley & Sons, 2002.Google Scholar
- S. T. C. Wong, Kent Soo Hoo, R. C. Knowlton, R. A. Hawkins, K. D. Laxer, D. Tjandra, and M. Abundo. Issues and applications of networked medical imaging library. International Journal of Digital Libraries, 1(3):209--218, 1997.Google ScholarDigital Library
- C. B. Woodman, A. G. Threlfall, C. R. M. Boggis, and P. Prior. Is the three year breast screening interval too long? Occurrence of interval cancers in NHS Breast Screening Programme's North West region. British Medical Journal, 310:224--226, 1995.Google ScholarCross Ref
- J. L. Young, C. L. Percy, and A. J. Asire. Surveillance, epidemiology, end results: Incidence and mortality data 1973--1977, 1981.Google Scholar
- S. Zink and C. Jaffe. Medical image databases. Invest. Radiol., 28(4):366--372, 1993.Google ScholarCross Ref
Index Terms
- A relational approach to the capture of DICOM files for Grid-enabled medical imaging databases
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