Grid infrastructures for developing mammography CAD systems

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 3467-3470

  Ramos Pollán, Raúl ^a   Franco, José M ^a   Sevilla, Jorge ^a   Guevara López, Miguel A ^b   De Posada, Naimy González ^b   Loureiro, Joanna ^c   Ramos, Isabel ^c  

^a Center of Extremadura for Avanced Technologies (CETA CIEMAT)   (Spain)

^b UNIVERSITY OF PORTO   (Portugal)

^c University of Porto   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

AREA UNDER THE ROC CURVE; BREAST CANCER; CAD SYSTEM; CLINICAL DATA; COMPUTING POWER; DATA ANALYSIS; DATA SETS; DIGITAL REPOSITORY; FEATURES VECTOR; GRID INFRASTRUCTURES; GRID STORAGE; IT SYSTEM; MACHINE-LEARNING; MAMMOGRAPHY IMAGES; MEDICAL IMAGES; WISCONSIN; WORK-FLOWS;

CLASSIFIERS; MAMMOGRAPHY; MEDICAL APPLICATIONS; MEDICAL IMAGING; TEACHING; X RAY SCREENS;

GRID COMPUTING;

ARTICLE; BREAST TUMOR; COMPUTER ASSISTED DIAGNOSIS; COMPUTER INTERFACE; DATA MINING; HOSPITAL INFORMATION SYSTEM; HUMAN; INFORMATION PROCESSING; INTERNET; MAMMOGRAPHY; METHODOLOGY; SPAIN; TELEMEDICINE;

BREAST NEOPLASMS; DATA DISPLAY; DATA MINING; HUMANS; INTERNET; MAMMOGRAPHY; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; RADIOLOGY INFORMATION SYSTEMS; SPAIN; TELEMEDICINE; USER-COMPUTER INTERFACE;

EID: 78650828996     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5627832     Document Type: Conference Paper

References (19)

1. M. D. Althuis, et al., "Global trends in breast cancer incidence and mortality 1973-1997" Int. J. Epidemiol., vol. 34, pp. 405-412, April 1, 2005 2005.
2. V. Veloso, "Cancro da mama mata 5 mulheres por dia em Portugal," in Ciência Hoje, ed. Lisboa, Portugal, 2009.
3. L. Tabár, et al., "Beyond randomized controlled trials: organized mammographic screening substantially reduces breast carcinoma mortality" in Cancer, vol. 91, pp. 1724-1731, 2001.
4. J. Brown, et al., "Mammography screening: an incremental cost effectiveness analysis of double versus single reading of mammograms" BMJ (Clinical research ed.), vol. 312, pp. 809-812, 1996.
5. M. P. Sampat, et al., "Computer-Aided Detection and Diagnosis in Mammography" in Handbook of Image and Video Processing (Second Edition), B. Al, Ed., ed Burlington: Academic Press, 2005, pp. 1195-1217.
6. R. Ramos, et al., "Exploiting eInfrastructures for medical image storage and analysis: A Grid application for mammography CAD" in The Seventh IASTED International Conference on Biomedical Engineering, Innsbruck, Austria, 2010.
7. NEMA. (2008, The DICOM Standard.
8. I. Blanquer Espert, et al., "Content-based organisation of virtual repositories of DICOM objects" in Future Generation Computer Systems, vol. 25, pp. 627-637, 2009.
9. C. J. D'Orsi, et al., Breast Imaging Reporting and Data System: ACR BI-RADS-Mammography, 4th Edition ed.: American College of Radiology, 2003.
10. M. Giger, et al., "Progress in Breast Cancer CADx" in Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on, 2007, pp. 508-511.
11. T. Jinshan, et al., "Computer-Aided Detection and Diagnosis of Breast Cancer With Mammography: Recent Advances" Information Technology in Biomedicine, IEEE Transactions on, vol. 13, pp. 236- 251, 2009.
12. The TUDOR DICOM tools: Henri Tudor Research Center [http://santec.tudor. lu/project/optimage/dicom/start]
13. J. Heaton, "Programming Neural Networks with Encog 2 in Java" ed: Heaton Research, Inc., 2010.
14. Mark Hall, et al., "The WEKA Data Mining Software: An Update" in SIGKDD Explorations, vol. 11, 2009.
15. T. Fawcett, "An introduction to ROC analysis" in Pattern Recognition Letters, vol. 27, pp. 861-874, 2006.
16. H. J. Yoon, et al., "Evaluating computer-aided detection algorithms" Medical physics, vol. 34, pp. 2024-2038, 2007.
17. M. D. John Eng. (2006, March 7). ROC analysis: webbased calculator for ROC curves. Available at: http://www.jrocfit.org
18. J. Suckling, et al., ""The Mammographic Image Analysis Society Digital Mammogram Database", 1994.
19. A. Asuncion and D. J. Newman, UCI Machine Learning Repository. Available at [http://www.ics.uci.edu/~mlearn/MLRepository.html]. Irvine, CA: University of California, School of Information and Computer Science, 2007.