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Here are some excellent papers that every researcher in this area should read. They present a logical introductory material into the field and describe latest achievements as well as currently unsolved issues of mammographic image analysis. The criteria for the selection of the papers on this page are the number of citations according to SCOPUS database as well as their comprehensiveness. Survey, review or overview papers of the previously published papers in this research field, with a major literature review of the field, will have favourable position in the selection process.



Y. Jiang, R.M. Nishikawa, R.A. Schmidt, C.E. Metz, M.L. Giger, K. Doi, Improving Breast Cancer Diagnosis with Computer-Aided Diagnosis, Academic Radiology, Vol. 6, No. 1, 1999, pp. 22-33
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K. Doi, H. MacMahon, S. Katsuragawa, R.M. Nishikawa, Y. Jiang, Computer-Aided Diagnosis in Radiology: Potential and Pitfalls, European Journal of Radiology, Vol. 31, No. 2, 1999, pp. 97-109
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H.-P. Chan, B. Sahiner, M.A. Helvie, N. Petrick, M.A. Roubidoux, T.E. Wilson, D.D. Adler, C. Paramagul, J.S. Newman, S. Sanjay-Gopai, Improvement of Radiologists' Characterization of Mammographic Masses by Using Computer-Aided Diagnosis: An ROC Study, Radiology, Vol. 212, No. 3, 1999, pp. 817-827
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D.L. Pham, C. Xu, J.L. Prince, Current Methods in Medical Image Segmentation, Annual Review of Biomedical Engineering, Vol. 2, August 2000, pp. 315-337
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E.D. Pisano, E.B. Cole, B.M. Hemminger, M.J. Yaffe, S.R. Aylward, A.D.A. Maidment, R.E. Johnston, M.B. Williams, L.T. Niklason, E.F. Conant, L.L. Fajardo, D.B. Kopans, M.E. Brown, S.M. Pizer, Image Processing Algorithms for Digital Mammography: A Pictorial Essay, Radiographics, Vol. 20, No. 5, 2000, pp. 1479-1491
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Z. Huo, M.L. Giger, C.J. Vyborny, C.E. Metz, Breast cancer: Effectiveness of Computer-Aided Diagnosis - Observer Study with Independent Database of Mammograms, Radiology, Vol. 224, No. 2, 2002, pp. 560-568
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L. Liberman, J.H. Menell, Breast Imaging Reporting and Data System (BI-RADS), Radiologic Clinics of North America, Vol. 40, No. 3, 2002, pp. 409-430
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M.P. Sampat, M.K. Markey, A.C. Bovik, Computer-Aided Detection and Diagnosis in Mammography, in A.C. Bovik: Handbook of Image and Video Processing, Elsevier Academic Press, Amsterdam, 2005
full chapter

R.M. Rangayyan, F.J. Ayres, J.E.L. Desautels, A Review of Computer-Aided Diagnosis of Breast Cancer: Toward the Detection of Subtle Signs, Journal of the Franklin Institute, Vol. 344, No. 3-4, 2007, pp. 312-348
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