A Data Warehouse System to Help Assist Breast Cancer Screening in Diagnosis, Education and Research
Early detection of breast cancer is considered as a
major public health issue. Breast cancer screening is not generalized
to the entire population due to a lack of resources, staff and
appropriate tools. Systematic screening can result in a volume of data
which can not be managed by present computer architecture, either in
terms of storage capabilities or in terms of exploitation tools. We
propose in this paper to design and develop a data warehouse system
in radiology-senology (DWRS). The aim of such a system is on one
hand, to support this important volume of information providing from
multiple sources of data and images and for the other hand, to help
assist breast cancer screening in diagnosis, education and research.
[1] P.A. Goumot, "Le sein son image, " Editions Vigot, 1993.
[2] S.Demigha and C. Rolland. "Training-Aided System in Senology:
Methodologies and Techniques," Conference Proceedings - SPIE
Medical Imaging, PACS and Integrated Medical Information: Design
and Evaluation, vol 5033, pp339-349, San Diego, California, USA,
2003
[3] S.T.C. Wong, K.S. Hoo , R.C. Knowlton, K.D. Laxer, X. Cao, R.A.
Hawkins, W.P. Dillon and L.A. Arenson, "Design and Applications of a
Multimodality Image Data Warehouse Framework," In Journal of the
American Medical Informatics Association, Vol 9, Nb 3, pp. 239-254,
May/June 2002.
[4] J. W.H.Inmon, "Building the Data Warehouse," Fourth Edition, Wiley
Publishing, In Indianapolis, Indiana, 2005.
[5] F.R. McFadden and J.A. Hoffer, "Modern Database Management: Basic
Concepts of Data Warehousing," Addison-Wesley, New York: 1993.
[6] S. Demigha, "An Ontology Supporting the Daily Practice Requirements
of Radiologists-Senologists with the Standard BI-RADS," ICEIS 2007,
Ninth International On Enterprise Information Systems, Proceedings of
Information Systems Analysis and Specification, Vol ISAS, pp 243-249,
Funchal, Madeira, Portugal, June, 12-16, 2007.
[7] S. Demigha, "The retrieval Process in the SAFRS System with the
Case-Based Reasoning Approach," ICEIS 2007, Ninth International On
Enterprise Information Systems, Proceedings of Artificial Intelligence
and Decision Support Systems, Vol AIDSS, pp 468-473, Funchal,
Madeira, Portugal, June, 12-16, 2007.
[8] W.H. Inmon, "Data Warehousing in a Healthcare Environment," in
TDWI World Conference, February 18-23, 2007, Las Vegas, NV.
[9] C. J. Prather, D.F. Lobach, L.K. Goodwin, R.N. J.W. Hales, M.L. Hage
and W.E.Hammond, "Medical Data mining: Knowledge discovery in a
Clinical Data Warehouse," Duke University Medical Center.
[10] D. Rubin and T. Desser, "Building an Integrated Data Warehouse for
Radiology Teaching, Process Improvement, and Research," in RSNA
Radiological Society of North America, December, 2003.
[11] H. Zhang, X.H. Cao, S.T.C. Wong, S.L. Lou and E.A. Sickles,
"Developing a digital mammography data warehouse system," in
Proceedings of SPIE the International Society for Optical Engineering,
Medical Imaging , PACS and Integrated Medical Information Systems:
Design and Evaluation, vol 4323, pp. 308-315, 2001.
[12] S. Demigha, C. Rolland, T.P. Baum, C. Balleyguier, B. Vincent, J.
Chabriais, Y. MENU, "Crews-l-Ecritoire Analysis for the
Implementation of a Medical Image Database for Mammography,"
Conference Proceedings - SPIE Medical Imaging, PACS and Integrated
Medical Information: Design and Evaluation 2001, vol 4323, pp 386-
396, San Diego, California, USA.
[13] S. Demigha, "The SAFRS System: a Case-Based Reasoning Training
Tool for Capturing and Re-Using Knowledge," International Journal of
Computer Science and Engineering (IJCSE), 1:3, pp. 171-188, 2007.
[14] S. Demigha and N. Prat, "A case-based training system in radiologysenology,"
in Information and Communication Technologies: from
Theory to Applications (ICTTA) 04-, Damascus, Syria, 2004.
[15] G. Grosz, C. Rolland, S. Schwer, C. Souveyet, V. Plihon, S. Si-said, C.
Ben Achour, C. Gnaho, "Modelling and Engineering the Requirements
Engineering Process: An Overview of the NATURE (Novel Approaches
to Theory Underlying Requirements Engineering) Approach," in
Requirements Engineering Journal, Volume 2, 1997, pp 115-131.
[16] OMG (2003), OMG, Unified Modeling Language Specification, March
2003, version 1.5, http://www.omg.org.
[17] J. Chabriais, C. Balleyguier, K. Kinkel, L. B Levey J. Stinès, and F.
Thibault, "BI-RADS Illustré," Première Edition Fran├ºaise basée sur la
troisième ├ëdition américaine, 200 pages, 1998.
[18] EBM, Evidence-Based in Medicine, http://ebem.org/index.php.
[19] CAD, "Computer Aided Detection for Mammography," Medical
Systems: www.cadxmed.com.
[20] DICOM, "Digital Imaging and COmmunication in Medicine,"
http://www.nema.org/press/020801.html.
[1] P.A. Goumot, "Le sein son image, " Editions Vigot, 1993.
[2] S.Demigha and C. Rolland. "Training-Aided System in Senology:
Methodologies and Techniques," Conference Proceedings - SPIE
Medical Imaging, PACS and Integrated Medical Information: Design
and Evaluation, vol 5033, pp339-349, San Diego, California, USA,
2003
[3] S.T.C. Wong, K.S. Hoo , R.C. Knowlton, K.D. Laxer, X. Cao, R.A.
Hawkins, W.P. Dillon and L.A. Arenson, "Design and Applications of a
Multimodality Image Data Warehouse Framework," In Journal of the
American Medical Informatics Association, Vol 9, Nb 3, pp. 239-254,
May/June 2002.
[4] J. W.H.Inmon, "Building the Data Warehouse," Fourth Edition, Wiley
Publishing, In Indianapolis, Indiana, 2005.
[5] F.R. McFadden and J.A. Hoffer, "Modern Database Management: Basic
Concepts of Data Warehousing," Addison-Wesley, New York: 1993.
[6] S. Demigha, "An Ontology Supporting the Daily Practice Requirements
of Radiologists-Senologists with the Standard BI-RADS," ICEIS 2007,
Ninth International On Enterprise Information Systems, Proceedings of
Information Systems Analysis and Specification, Vol ISAS, pp 243-249,
Funchal, Madeira, Portugal, June, 12-16, 2007.
[7] S. Demigha, "The retrieval Process in the SAFRS System with the
Case-Based Reasoning Approach," ICEIS 2007, Ninth International On
Enterprise Information Systems, Proceedings of Artificial Intelligence
and Decision Support Systems, Vol AIDSS, pp 468-473, Funchal,
Madeira, Portugal, June, 12-16, 2007.
[8] W.H. Inmon, "Data Warehousing in a Healthcare Environment," in
TDWI World Conference, February 18-23, 2007, Las Vegas, NV.
[9] C. J. Prather, D.F. Lobach, L.K. Goodwin, R.N. J.W. Hales, M.L. Hage
and W.E.Hammond, "Medical Data mining: Knowledge discovery in a
Clinical Data Warehouse," Duke University Medical Center.
[10] D. Rubin and T. Desser, "Building an Integrated Data Warehouse for
Radiology Teaching, Process Improvement, and Research," in RSNA
Radiological Society of North America, December, 2003.
[11] H. Zhang, X.H. Cao, S.T.C. Wong, S.L. Lou and E.A. Sickles,
"Developing a digital mammography data warehouse system," in
Proceedings of SPIE the International Society for Optical Engineering,
Medical Imaging , PACS and Integrated Medical Information Systems:
Design and Evaluation, vol 4323, pp. 308-315, 2001.
[12] S. Demigha, C. Rolland, T.P. Baum, C. Balleyguier, B. Vincent, J.
Chabriais, Y. MENU, "Crews-l-Ecritoire Analysis for the
Implementation of a Medical Image Database for Mammography,"
Conference Proceedings - SPIE Medical Imaging, PACS and Integrated
Medical Information: Design and Evaluation 2001, vol 4323, pp 386-
396, San Diego, California, USA.
[13] S. Demigha, "The SAFRS System: a Case-Based Reasoning Training
Tool for Capturing and Re-Using Knowledge," International Journal of
Computer Science and Engineering (IJCSE), 1:3, pp. 171-188, 2007.
[14] S. Demigha and N. Prat, "A case-based training system in radiologysenology,"
in Information and Communication Technologies: from
Theory to Applications (ICTTA) 04-, Damascus, Syria, 2004.
[15] G. Grosz, C. Rolland, S. Schwer, C. Souveyet, V. Plihon, S. Si-said, C.
Ben Achour, C. Gnaho, "Modelling and Engineering the Requirements
Engineering Process: An Overview of the NATURE (Novel Approaches
to Theory Underlying Requirements Engineering) Approach," in
Requirements Engineering Journal, Volume 2, 1997, pp 115-131.
[16] OMG (2003), OMG, Unified Modeling Language Specification, March
2003, version 1.5, http://www.omg.org.
[17] J. Chabriais, C. Balleyguier, K. Kinkel, L. B Levey J. Stinès, and F.
Thibault, "BI-RADS Illustré," Première Edition Fran├ºaise basée sur la
troisième ├ëdition américaine, 200 pages, 1998.
[18] EBM, Evidence-Based in Medicine, http://ebem.org/index.php.
[19] CAD, "Computer Aided Detection for Mammography," Medical
Systems: www.cadxmed.com.
[20] DICOM, "Digital Imaging and COmmunication in Medicine,"
http://www.nema.org/press/020801.html.
@article{"International Journal of Medical, Medicine and Health Sciences:61409", author = "Souâd Demigha", title = "A Data Warehouse System to Help Assist Breast Cancer Screening in Diagnosis, Education and Research", abstract = "Early detection of breast cancer is considered as a
major public health issue. Breast cancer screening is not generalized
to the entire population due to a lack of resources, staff and
appropriate tools. Systematic screening can result in a volume of data
which can not be managed by present computer architecture, either in
terms of storage capabilities or in terms of exploitation tools. We
propose in this paper to design and develop a data warehouse system
in radiology-senology (DWRS). The aim of such a system is on one
hand, to support this important volume of information providing from
multiple sources of data and images and for the other hand, to help
assist breast cancer screening in diagnosis, education and research.", keywords = "Breast cancer screening, data warehouse, diagnosis,education, research.", volume = "4", number = "8", pages = "364-6", }
