메뉴 건너뛰기




Volumn 231, Issue , 2009, Pages 631-657

A survey of image processing algorithms in digital mammography

Author keywords

[No Author keywords available]

Indexed keywords


EID: 78049304737     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-02900-4_24     Document Type: Article
Times cited : (87)

References (66)
  • 3
    • 33947534595 scopus 로고    scopus 로고
    • A Review of Computer-Aided Diagnosis of Breast Cancer: Toward the Detection of Subtle Signs
    • Rangayyan, R.M., Ayres, F.J., Desautels, J.E.L.: A Review of Computer-Aided Diagnosis of Breast Cancer: Toward the Detection of Subtle Signs. Journal of the Franklin Institute 344(3-4), 312-348 (2007)
    • (2007) Journal of the Franklin Institute , vol.344 , Issue.3-4 , pp. 312-348
    • Rangayyan, R.M.1    Ayres, F.J.2    Desautels, J.E.L.3
  • 4
    • 84882895823 scopus 로고    scopus 로고
    • Computer-Aided Detection and Diagnosis in Mammography
    • Bovik, A.C. (ed.) Elsevier Academic Press, Amsterdam
    • Sampat, M.P., Markey, M.K., Bovik, A.C.: Computer-Aided Detection and Diagnosis in Mammography. In: Bovik, A.C. (ed.) Handbook of Image and Video Processing. Elsevier Academic Press, Amsterdam (2005)
    • (2005) Handbook of Image and Video Processing
    • Sampat, M.P.1    Markey, M.K.2    Bovik, A.C.3
  • 6
    • 32044457119 scopus 로고    scopus 로고
    • Approaches for Automated Detection and Classification of Masses in Mammograms
    • Cheng, H.D., Shi, X.J., Min, R., Hu, L.M., Cai, X.P., Du, H.N.: Approaches for Automated Detection and Classification of Masses in Mammograms. Pattern Recognition 39(4), 646-668 (2006)
    • (2006) Pattern Recognition , vol.39 , Issue.4 , pp. 646-668
    • Cheng, H.D.1    Shi, X.J.2    Min, R.3    Hu, L.M.4    Cai, X.P.5    Du, H.N.6
  • 9
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • October
    • Metz, C.E.: Basic principles of ROC analysis. Seminars in Nuclear Medicine, 283-298 (October 1978)
    • (1978) Seminars in Nuclear Medicine , pp. 283-298
    • Metz, C.E.1
  • 14
  • 19
    • 0026842556 scopus 로고
    • An Adaptive Clustering Algorithm for Image Segmentation
    • Pappas, T.N.: An Adaptive Clustering Algorithm for Image Segmentation. IEEE Transactions on Signal Processing 40(4), 901-914 (1992)
    • (1992) IEEE Transactions on Signal Processing , vol.40 , Issue.4 , pp. 901-914
    • Pappas, T.N.1
  • 22
    • 0030081841 scopus 로고    scopus 로고
    • An Adaptive Density Weighted Contrast Enhancement Filter for Mammographic Breast Mass Detection
    • Petrick, N., Chan, H.P., Sahiner, B., Wei, D.: An Adaptive Density Weighted Contrast Enhancement Filter for Mammographic Breast Mass Detection. IEEE Transactions on Medical Imaging 15(1), 59-67 (1996)
    • (1996) IEEE Transactions on Medical Imaging , vol.15 , Issue.1 , pp. 59-67
    • Petrick, N.1    Chan, H.P.2    Sahiner, B.3    Wei, D.4
  • 26
    • 0035297609 scopus 로고    scopus 로고
    • Computerized Radiographic Mass Detection C Part I: Lesion Site Selection by Morphological Enhancement and Contextual Segmentation
    • Li, H., Wang, Y., Liu, K.J.R., Lo, S.B., Freedman, M.T.: Computerized Radiographic Mass Detection C Part I: Lesion Site Selection by Morphological Enhancement and Contextual Segmentation. IEEE Transactions on Medical Imaging 20(4), 289-301 (2001)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.4 , pp. 289-301
    • Li, H.1    Wang, Y.2    Liu, K.J.R.3    Lo, S.B.4    Freedman, M.T.5
  • 30
    • 0035297603 scopus 로고    scopus 로고
    • Computerized Radio-graphic Mass Detection\Part II: Decision Support by Featured Database Visualization and Modular Neural Networks
    • April
    • Li, H., Wang, Y., Ray Liu, K.J., Lo, S.C.B., Freedman, M.T.: Computerized Radio-graphic Mass Detection\Part II: Decision Support by Featured Database Visualization and Modular Neural Networks. IEEE Transactions on Medical Imaging 20(4) (April 2001)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , pp. 4
    • Li, H.1    Wang, Y.2    Ray Liu, K.J.3    Lo, S.C.B.4    Freedman, M.T.5
  • 32
    • 28744432535 scopus 로고    scopus 로고
    • Interval Change Analysis to Improve Computer Aided Detection in Mammography
    • Timp, S., Karssemeijer, N.: Interval Change Analysis to Improve Computer Aided Detection in Mammography. Medical Image Analysis 10, 82-95 (2006)
    • (2006) Medical Image Analysis , vol.10 , pp. 82-95
    • Timp, S.1    Karssemeijer, N.2
  • 33
    • 34547361474 scopus 로고    scopus 로고
    • Temporal Change Analysis for Characterization of Mass Lesions in Mammography
    • Timp, S., Varela, C., Karssemeijer, N.: Temporal Change Analysis for Characterization of Mass Lesions in Mammography. IEEE Transactions on Medical Imaging 26(7), 945-953 (2007)
    • (2007) IEEE Transactions on Medical Imaging , vol.26 , Issue.7 , pp. 945-953
    • Timp, S.1    Varela, C.2    Karssemeijer, N.3
  • 36
    • 44349103543 scopus 로고    scopus 로고
    • Feature Selection for Computer-Aided Detection: Comparing Different Selection Criteria
    • Giger, M.L., Karssemeijer, N. (eds.)
    • Hupse, R., Karssemeijer, N.: Feature Selection for Computer-Aided Detection: Comparing Different Selection Criteria. In: Giger, M.L., Karssemeijer, N. (eds.) Proc. of SPIE Medical Imaging 2008: Computer-Aided Diagnosis, vol. 6915, 6915 691503-1 (2008)
    • (2008) Proc. of SPIE Medical Imaging 2008: Computer-Aided Diagnosis , vol.6915 , Issue.6915 , pp. 691503-1
    • Hupse, R.1    Karssemeijer, N.2
  • 37
    • 50049087933 scopus 로고    scopus 로고
    • Mass Lesions Classification in Digital Mammography using Optimal Subset of BI-RADS and Gray Level Features
    • Tokyo IEEE, Los Alamitos
    • Kim, S., Yoon, S.: Mass Lesions Classification in Digital Mammography using Optimal Subset of BI-RADS and Gray Level Features. In: 6th International Special Topic Conference on ITAB, 2007, Tokyo, pp. 99-102. IEEE, Los Alamitos (2008)
    • (2008) 6th International Special Topic Conference on ITAB, 2007 , pp. 99-102
    • Kim, S.1    Yoon, S.2
  • 38
    • 50949118554 scopus 로고    scopus 로고
    • Performance of CADx on a Large Clinical Database of FFDM Images
    • Krupinski, E.A. (ed.) Springer, Heidelberg
    • Li, H., Giger, M.L., Yuan, Y., Lan, L., Sennett, C.A.: Performance of CADx on a Large Clinical Database of FFDM Images. In: Krupinski, E.A. (ed.) IWDM 2008. LNCS, vol. 5116, pp. 510-514. Springer, Heidelberg (2008)
    • (2008) IWDM 2008. LNCS , vol.5116 , pp. 510-514
    • Li, H.1    Giger, M.L.2    Yuan, Y.3    Lan, L.4    Sennett, C.A.5
  • 39
    • 0035195332 scopus 로고    scopus 로고
    • Tumour Detection Rate of a New Commercialy Available Computer-Aided Detection System
    • Malich, A., Marx, C., Facius, M.: Tumour Detection Rate of a New Commercialy Available Computer-Aided Detection System. Eur. Radiology 11(12), 2454-2459 (2001)
    • (2001) Eur. Radiology , vol.11 , Issue.12 , pp. 2454-2459
    • Malich, A.1    Marx, C.2    Facius, M.3
  • 40
    • 34547496560 scopus 로고    scopus 로고
    • Strict 2-Surface Proximal Classifier with Application to Breast Cancer Detection in Mammograms
    • Mu, T., Nandi, A.K., Rangayyan, R.M.: Strict 2-Surface Proximal Classifier with Application to Breast Cancer Detection in Mammograms. In: IEEE ICASSP 2007, pp. II 477-480 (2007)
    • (2007) IEEE ICASSP 2007 , vol.2 , pp. 477-480
    • Mu, T.1    Nandi, A.K.2    Rangayyan, R.M.3
  • 42
    • 9644288159 scopus 로고    scopus 로고
    • Ensemble Strategies for a Medical Diagnostic Decision Support System: A Breast Cancer Diagnosis Application
    • West, D., Mangiameli, P., Rampal, R., West, V.: Ensemble Strategies for a Medical Diagnostic Decision Support System: a Breast Cancer Diagnosis Application. European Journal of Operational Research 162, 532-551 (2005)
    • (2005) European Journal of Operational Research , vol.162 , pp. 532-551
    • West, D.1    Mangiameli, P.2    Rampal, R.3    West, V.4
  • 43
    • 0030129835 scopus 로고    scopus 로고
    • Wavelet transforms for detecting microcalcifications in mammograms
    • Strickland, R.N., Hahn, H.I.: Wavelet transforms for detecting microcalcifications in mammograms. IEEE Transactions on Medical Imaging 15(2), 218-229 (1996)
    • (1996) IEEE Transactions on Medical Imaging , vol.15 , Issue.2 , pp. 218-229
    • Strickland, R.N.1    Hahn, H.I.2
  • 44
    • 0032129156 scopus 로고    scopus 로고
    • Detection of Microcalcifications in Digital Mammo-grams Using Wavelets
    • Wang, T.C., Karayiannis, N.B.: Detection of Microcalcifications in Digital Mammo-grams Using Wavelets. IEEE Transactions on Medical Imaging 17(4), 498-509 (1998)
    • (1998) IEEE Transactions on Medical Imaging , vol.17 , Issue.4 , pp. 498-509
    • Wang, T.C.1    Karayiannis, N.B.2
  • 45
    • 33749060039 scopus 로고    scopus 로고
    • Detection of Calcifications in Digital Mammograms using Wavelet Analysis and Contrast Enhancement
    • Faro, Portugal, September 2005
    • Salvado, J., Roque, B.: Detection of Calcifications in Digital Mammograms using Wavelet Analysis and Contrast Enhancement. In: IEEE International Workshop on Intelligent Signal Processing 2005, Faro, Portugal, September 2005, pp. 200-205 (2005)
    • (2005) IEEE International Workshop on Intelligent Signal Processing 2005 , pp. 200-205
    • Salvado, J.1    Roque, B.2
  • 49
    • 0037646050 scopus 로고    scopus 로고
    • Integrated Wavelets for Enhancement of Mi-crocalcifications in Digital Mammograph
    • Heinlein, P., Drexl, J., Schneider, W.: Integrated Wavelets for Enhancement of Mi-crocalcifications in Digital Mammograph. IEEE Transactions on Medical Imaging 22(3), 402-413 (2003)
    • (2003) IEEE Transactions on Medical Imaging , vol.22 , Issue.3 , pp. 402-413
    • Heinlein, P.1    Drexl, J.2    Schneider, W.3
  • 52
    • 44349087478 scopus 로고    scopus 로고
    • Semiautomatic segmentation for the computer aided diagnosis of clustered microcalcifications
    • Elter, M., Held, C.: Semiautomatic segmentation for the computer aided diagnosis of clustered microcalcifications. In: Proc. SPIE, San Diego, CA, USA, February 2008, vol. 6915, 691524-691524-8 (2008)
    • (2008) Proc. SPIE, San Diego, CA, USA, February 2008 , vol.6915 , pp. 691524-6915248
    • Elter, M.1    Held, C.2
  • 55
    • 33749669571 scopus 로고    scopus 로고
    • Computer Aided Diagnosis in Digital Mammograms: Detection of Microcalcifications by Meta Heuristic Algorithms
    • Thangavel, K., Karnan, M.: Computer Aided Diagnosis in Digital Mammograms: Detection of Microcalcifications by Meta Heuristic Algorithms. GVIP Journal 5(7), 41-55 (2005)
    • (2005) GVIP Journal , vol.5 , Issue.7 , pp. 41-55
    • Thangavel, K.1    Karnan, M.2
  • 58
    • 78049270029 scopus 로고    scopus 로고
    • Local Contrast Enhancement for the Detection of Microcalcifications
    • Canada
    • Neiber, H., Müller, T., Stotzka, R.: Local Contrast Enhancement for the Detection of Microcalcifications. In: IWDM 2000, Canada, pp. 598-604 (2000)
    • (2000) IWDM 2000 , pp. 598-604
    • Neiber, H.1    Müller, T.2    Stotzka, R.3
  • 59
    • 0142120449 scopus 로고    scopus 로고
    • Computer-aided detection and classification of microcalcifications in mammograms: A survey
    • Cheng, H.D., Cai, X., Chen, X., Hu, L., Lou, X.: Computer-aided detection and classification of microcalcifications in mammograms: a survey. Pattern Recognition 36(12), 2967-2991 (2003)
    • (2003) Pattern Recognition , vol.36 , Issue.12 , pp. 2967-2991
    • Cheng, H.D.1    Cai, X.2    Chen, X.3    Hu, L.4    Lou, X.5
  • 60
    • 50949133149 scopus 로고    scopus 로고
    • Detection of Microcalcifications Using a Nonuni-form Noise Model
    • Krupinski, E.A. (ed.) Springer, Heidelberg
    • van Schie, G., Karssemeijer, N.: Detection of Microcalcifications Using a Nonuni-form Noise Model. In: Krupinski, E.A. (ed.) IWDM 2008. LNCS, vol. 5116, pp. 378-384. Springer, Heidelberg (2008)
    • (2008) IWDM 2008. LNCS , vol.5116 , pp. 378-384
    • Van Schie, G.1    Karssemeijer, N.2
  • 61
    • 0037411353 scopus 로고    scopus 로고
    • Automatic classification of clustered microcalcifications by a multiple expert system
    • De Santo, M., Molinara, M., Tortorella, F., Vento, M.: Automatic classification of clustered microcalcifications by a multiple expert system. Pattern Recognition 36(7), 1467-1477 (2003)
    • (2003) Pattern Recognition , vol.36 , Issue.7 , pp. 1467-1477
    • De Santo, M.1    Molinara, M.2    Tortorella, F.3    Vento, M.4
  • 63
    • 19044383038 scopus 로고    scopus 로고
    • A study on several Machine-learning methods for classification of Malignant and benign clustered microcalcifications
    • Wei, L., Yang, Y., Nishikawa, R.M., Jiang, Y.: A study on several Machine-learning methods for classification of Malignant and benign clustered microcalcifications. IEEE Transactions on Medical Imaging 24(3), 371-380 (2005)
    • (2005) IEEE Transactions on Medical Imaging , vol.24 , Issue.3 , pp. 371-380
    • Wei, L.1    Yang, Y.2    Nishikawa, R.M.3    Jiang, Y.4
  • 64
    • 48149086251 scopus 로고    scopus 로고
    • Microcalcification Classification Assisted by Content-Based Image Retrieval for Breast Cancer Diagnosis
    • September 16-19
    • Yang, Y., Wei, L., Nishikawa, R.M.: Microcalcification Classification Assisted by Content-Based Image Retrieval for Breast Cancer Diagnosis. In: IEEE International Conference on Image Processing 2007, ICIP 2007, September 16-19, vol. 5, pp. 1-4 (2007)
    • (2007) IEEE International Conference on Image Processing 2007, ICIP 2007 , vol.5 , pp. 1-4
    • Yang, Y.1    Wei, L.2    Nishikawa, R.M.3
  • 65
    • 50949132648 scopus 로고    scopus 로고
    • Computerized Detection and Classification of Malignant and Benign Microcal-cifications on Full Field Digital Mammograms
    • Krupinski, E.A. (ed.) Springer, Heidelberg
    • Hadjiiski, L., Filev, P., Chan, H.-P., Ge, J., Sahiner, B., Helvie, M.A., Roubidoux, M.A.: Computerized Detection and Classification of Malignant and Benign Microcal-cifications on Full Field Digital Mammograms. In: Krupinski, E.A. (ed.) IWDM 2008. LNCS, vol. 5116, pp. 336-342. Springer, Heidelberg (2008)
    • (2008) IWDM 2008. LNCS , vol.5116 , pp. 336-342
    • Hadjiiski, L.1    Filev, P.2    Chan, H.-P.3    Ge, J.4    Sahiner, B.5    Helvie, M.A.6    Roubidoux, M.A.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.