메뉴 건너뛰기




Volumn 44, Issue 5, 2011, Pages 815-823

Mutual information-based template matching scheme for detection of breast masses: From mammography to digital breast tomosynthesis

Author keywords

Digital breast tomosynthesis; Image informatics; Mammography; Pattern recognition

Indexed keywords

AUTOMATIC OPTIMIZATION; BREAST IMAGING; BREAST MASS; CAD SYSTEM; COMPUTER-AIDED DETECTION; DETECTION PROBLEMS; DEVELOPMENT PROCESS; DIGITAL BREAST TOMOSYNTHESIS; DIRECT TRANSFER; EXPERIMENTAL EVALUATION; HIGH POTENTIAL; IMAGE INFORMATICS; IMAGE SIMILARITY; IMAGING MODALITY; LARGE DATABASE; MAMMOGRAPHIC; MAMMOGRAPHIC MASS; MASS DETECTION; MUTUAL INFORMATIONS; PATTERN RECOGNITION ALGORITHMS; PRE-PROCESSING STEP; REGIONS OF INTEREST; SCREEN-FILM MAMMOGRAMS;

EID: 80052877089     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2011.04.008     Document Type: Article
Times cited : (50)

References (30)
  • 1
    • 32044457119 scopus 로고    scopus 로고
    • Approaches for automated detection and classification of masses in mammograms
    • Cheng H., Shi X., Min R., Hu L., Cai X., Du H. Approaches for automated detection and classification of masses in mammograms. Pattern Recognit 2006, 39:646-668.
    • (2006) Pattern Recognit , vol.39 , pp. 646-668
    • Cheng, H.1    Shi, X.2    Min, R.3    Hu, L.4    Cai, X.5    Du, H.6
  • 2
    • 75749149659 scopus 로고    scopus 로고
    • A review of automatic mass detection and segmentation in mammographic images
    • Oliver A., Freixenet J., Mart J., Prez E., Pont J., Denton E.R.E., et al. A review of automatic mass detection and segmentation in mammographic images. Med Image Anal 2010, 14(2):87-110. http://dx.doi.org/10.1016/j.media.2009.12.005. 10.1016/j.media.2009.12.005.
    • (2010) Med Image Anal , vol.14 , Issue.2 , pp. 87-110
    • Oliver, A.1    Freixenet, J.2    Mart, J.3    Prez, E.4    Pont, J.5    Denton, E.R.E.6
  • 3
    • 0024944225 scopus 로고
    • On techniques for detecting circumscribed masses in mammograms
    • Lai S.M., Li X., Biscof W.F. On techniques for detecting circumscribed masses in mammograms. IEEE Trans Med Imaging 1989, 8(4):377-386. http://dx.doi.org/10.1109/42.41491. 10.1109/42.41491.
    • (1989) IEEE Trans Med Imaging , vol.8 , Issue.4 , pp. 377-386
    • Lai, S.M.1    Li, X.2    Biscof, W.F.3
  • 4
    • 0033153747 scopus 로고    scopus 로고
    • Single and multiscale detection of masses in digital mammograms
    • te Brake G.M., Karssemeijer N. Single and multiscale detection of masses in digital mammograms. IEEE Trans Med Imaging 1999, 18(7):628-639. http://dx.doi.org/10.1109/42.790462. 10.1109/42.790462.
    • (1999) IEEE Trans Med Imaging , vol.18 , Issue.7 , pp. 628-639
    • te Brake, G.M.1    Karssemeijer, N.2
  • 5
    • 42949155388 scopus 로고    scopus 로고
    • Mass segmentation using a pattern matching approach with a mutual information based metric
    • Oliver A., Freixenet J., Peracaula M., Marti J. Mass segmentation using a pattern matching approach with a mutual information based metric. Front Art Intell Appl 2005, 131:123-130.
    • (2005) Front Art Intell Appl , vol.131 , pp. 123-130
    • Oliver, A.1    Freixenet, J.2    Peracaula, M.3    Marti, J.4
  • 6
    • 0035427487 scopus 로고    scopus 로고
    • A new multi-expert decision combination algorithm and its application to the detection of circumscribed masses in digital mammograms
    • Constantinidis A., Fairhurst M., Rahman A. A new multi-expert decision combination algorithm and its application to the detection of circumscribed masses in digital mammograms. Pattern Recognit 2001, 34:1527-1537.
    • (2001) Pattern Recognit , vol.34 , pp. 1527-1537
    • Constantinidis, A.1    Fairhurst, M.2    Rahman, A.3
  • 7
    • 0041387362 scopus 로고    scopus 로고
    • Computer-assisted detection of mammographic masses: a template matching scheme based on mutual information
    • Tourassi G.D., Vargas-Voracek R., David J., Catarious M., Carey J., Floyd E. Computer-assisted detection of mammographic masses: a template matching scheme based on mutual information. Med Phys 2003, 30:2123-2130.
    • (2003) Med Phys , vol.30 , pp. 2123-2130
    • Tourassi, G.D.1    Vargas-Voracek, R.2    David, J.3    Catarious, M.4    Carey, J.5    Floyd, E.6
  • 8
    • 33845931065 scopus 로고    scopus 로고
    • Evaluation of information-theoretic similarity measures for content-based retrieval and detection of masses in mammograms
    • Tourassi G.D., Haarawood B., Singh S., Lo J.Y., Floyd C.E. Evaluation of information-theoretic similarity measures for content-based retrieval and detection of masses in mammograms. Med Phys 2007, 34:140-150.
    • (2007) Med Phys , vol.34 , pp. 140-150
    • Tourassi, G.D.1    Haarawood, B.2    Singh, S.3    Lo, J.Y.4    Floyd, C.E.5
  • 9
    • 42949133740 scopus 로고    scopus 로고
    • Eigendetection of masses considering false positive reduction and breast density information
    • Freixenet J., Oliver A., Mart R., Llad X., Pont J., Prez E., et al. Eigendetection of masses considering false positive reduction and breast density information. Med Phys 2008, 35(5):1840-1853.
    • (2008) Med Phys , vol.35 , Issue.5 , pp. 1840-1853
    • Freixenet, J.1    Oliver, A.2    Mart, R.3    Llad, X.4    Pont, J.5    Prez, E.6
  • 10
    • 34547480504 scopus 로고    scopus 로고
    • Information-theoretic cad system in mammography: entropy-based indexing for computational efficiency and robust performance
    • Tourassi G.D., Harrawood B., Singh S., Lo J.Y. Information-theoretic cad system in mammography: entropy-based indexing for computational efficiency and robust performance. Med Phys 2007, 34:3193-3204.
    • (2007) Med Phys , vol.34 , pp. 3193-3204
    • Tourassi, G.D.1    Harrawood, B.2    Singh, S.3    Lo, J.Y.4
  • 11
    • 39049153244 scopus 로고    scopus 로고
    • Decision optimization of case-based computer aided decision systems using genetic algorithms with application to mammography
    • Mazurowski M.A., Habas P.A., Zurada J.M., Tourassi G.D. Decision optimization of case-based computer aided decision systems using genetic algorithms with application to mammography. Phys Med Biol 2008, 53:895-908.
    • (2008) Phys Med Biol , vol.53 , pp. 895-908
    • Mazurowski, M.A.1    Habas, P.A.2    Zurada, J.M.3    Tourassi, G.D.4
  • 12
    • 58149216575 scopus 로고    scopus 로고
    • Selection of examples in case-based computer-aided decision systems
    • Mazurowski M.A., Zurada J.M., Tourassi G.D. Selection of examples in case-based computer-aided decision systems. Phys Med Biol 2008, 53:6079-6096.
    • (2008) Phys Med Biol , vol.53 , pp. 6079-6096
    • Mazurowski, M.A.1    Zurada, J.M.2    Tourassi, G.D.3
  • 13
    • 67649631663 scopus 로고    scopus 로고
    • An adaptive incremental approach to constructing ensemble classifiers: application in an information-theoretic computer-aided decision system for detection of masses in mammograms
    • Mazurowski M.A., Zurada J.M., Tourassi G.D. An adaptive incremental approach to constructing ensemble classifiers: application in an information-theoretic computer-aided decision system for detection of masses in mammograms. Med Phys 2009, 36:2976-2984.
    • (2009) Med Phys , vol.36 , pp. 2976-2984
    • Mazurowski, M.A.1    Zurada, J.M.2    Tourassi, G.D.3
  • 14
    • 78149460418 scopus 로고    scopus 로고
    • Exploring the potential of context-sensitive cade in screening mammography
    • Tourassi G.D., Mazurowski M.A., Harrawood B.P., Krupinski E.A. Exploring the potential of context-sensitive cade in screening mammography. Med Phys 2010, 37:5728-5736.
    • (2010) Med Phys , vol.37 , pp. 5728-5736
    • Tourassi, G.D.1    Mazurowski, M.A.2    Harrawood, B.P.3    Krupinski, E.A.4
  • 15
    • 0043028206 scopus 로고    scopus 로고
    • Mutual-information-based registration of medical images: a survey
    • Pluim J.P.W., Maintz J.B.A., Viergever M.A. Mutual-information-based registration of medical images: a survey. IEEE Trans Med Imaging 2003, 22(8):986-1004. http://dx.doi.org/10.1109/TMI.2003.815867. 10.1109/TMI.2003.815867.
    • (2003) IEEE Trans Med Imaging , vol.22 , Issue.8 , pp. 986-1004
    • Pluim, J.P.W.1    Maintz, J.B.A.2    Viergever, M.A.3
  • 16
    • 80052888881 scopus 로고    scopus 로고
    • Knowledge transfer across breast cancer screening modalities: a pilot study using an information-theoretic cade system for mass detection. In: Proceeding of international workshop on digital mammography;
    • Tourassi GD, Sharma AC, Singh S, Saunders RS, Lo JY, Samei E, et al. Knowledge transfer across breast cancer screening modalities: a pilot study using an information-theoretic cade system for mass detection. In: Proceeding of international workshop on digital mammography; 2008.
    • (2008)
    • Tourassi, G.D.1    Sharma, A.C.2    Singh, S.3    Saunders, R.S.4    Lo, J.Y.5    Samei, E.6
  • 17
    • 80052877457 scopus 로고    scopus 로고
    • Current status of the digital database for screening mammography. In: Digital mammography. Proceedings of the fourth international workshop on digital mammography. Dordrecht: Kluwer Academic Publishers;
    • Heath M, Bowyer K, Kopans D, Kegelmeyer WP, Moore R, Chang K, et al. Current status of the digital database for screening mammography. In: Digital mammography. Proceedings of the fourth international workshop on digital mammography. Dordrecht: Kluwer Academic Publishers; 1998. p. 457-60.
    • (1998) , pp. 457-60
    • Heath, M.1    Bowyer, K.2    Kopans, D.3    Kegelmeyer, W.P.4    Moore, R.5    Chang, K.6
  • 18
    • 48349099068 scopus 로고    scopus 로고
    • Automated breast mass detection in 3D reconstructed tomosynthesis volumes: a featureless approach
    • Singh S., Tourassi G.D., Baker J.A., Samei E., Lo J.Y. Automated breast mass detection in 3D reconstructed tomosynthesis volumes: a featureless approach. Med Phys 2008, 35(8):3626-3636.
    • (2008) Med Phys , vol.35 , Issue.8 , pp. 3626-3636
    • Singh, S.1    Tourassi, G.D.2    Baker, J.A.3    Samei, E.4    Lo, J.Y.5
  • 19
    • 44349167591 scopus 로고    scopus 로고
    • Effect of roi size on the performance of an information-theoretic cad system in mammography: multi-size fusion analysis. In: Proceedings of SPIE
    • Ike III RC, Singh S, Harrawood B, Tourassi GD. Effect of roi size on the performance of an information-theoretic cad system in mammography: multi-size fusion analysis. In: Proceedings of SPIE, vol. 6915; 2008. p. 691527.
    • (2008) , vol.6915 , pp. 691527
    • Ike III, R.C.1    Singh, S.2    Harrawood, B.3    Tourassi, G.D.4
  • 21
    • 0030270445 scopus 로고    scopus 로고
    • Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images
    • Sahiner B., Chan H.-P., Petrick N., Wei D., Helvie M.A., Adler D.D., et al. Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images. IEEE Trans Med Imaging 1996, 15:598-610.
    • (1996) IEEE Trans Med Imaging , vol.15 , pp. 598-610
    • Sahiner, B.1    Chan, H.-P.2    Petrick, N.3    Wei, D.4    Helvie, M.A.5    Adler, D.D.6
  • 22
    • 13944267171 scopus 로고    scopus 로고
    • False-positive reduction in computer-aided diagnostic scheme for detecting nodules in chest radiographs by means of massive training artificial neural network
    • Suzuki K., Shiraishi J., Abe H., MacMahon H., Doi K. False-positive reduction in computer-aided diagnostic scheme for detecting nodules in chest radiographs by means of massive training artificial neural network. Acad Radiol 2005, 12(2):191-201. http://dx.doi.org/10.1016/j.acra.2004.11.017. 10.1016/j.acra.2004.11.017.
    • (2005) Acad Radiol , vol.12 , Issue.2 , pp. 191-201
    • Suzuki, K.1    Shiraishi, J.2    Abe, H.3    MacMahon, H.4    Doi, K.5
  • 23
    • 0023890921 scopus 로고
    • Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields
    • Giger M.L., Doi K., MacMahon H. Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields. Med Phys 1988, 15(2):158-166.
    • (1988) Med Phys , vol.15 , Issue.2 , pp. 158-166
    • Giger, M.L.1    Doi, K.2    MacMahon, H.3
  • 24
    • 3042640716 scopus 로고    scopus 로고
    • Incorporation of an iterative, linear segmentation routine into a mammographic mass cad system
    • Catarious D.M., Baydush A.H., Floyd C.E. Incorporation of an iterative, linear segmentation routine into a mammographic mass cad system. Med Phys 2004, 31(6):1512-1520.
    • (2004) Med Phys , vol.31 , Issue.6 , pp. 1512-1520
    • Catarious, D.M.1    Baydush, A.H.2    Floyd, C.E.3
  • 25
    • 70349656515 scopus 로고    scopus 로고
    • Computer-aided detection of breast masses on mammograms: dual system approach with two-view analysis
    • Wei J., Chan H.-P., Sahiner B., Zhou C., Hadjiiski L.M., Roubidoux M.A., et al. Computer-aided detection of breast masses on mammograms: dual system approach with two-view analysis. Med Phys 2009, 36(10):4451-4460.
    • (2009) Med Phys , vol.36 , Issue.10 , pp. 4451-4460
    • Wei, J.1    Chan, H.-P.2    Sahiner, B.3    Zhou, C.4    Hadjiiski, L.M.5    Roubidoux, M.A.6
  • 26
    • 0012657799 scopus 로고
    • Prototype and feature selection by sampling and random mutation hill climbing algorithms. In: Proceedings of the eleventh international conference on machine learning;
    • Skalak DB. Prototype and feature selection by sampling and random mutation hill climbing algorithms. In: Proceedings of the eleventh international conference on machine learning; 1994. p. 293-301.
    • (1994) , pp. 293-301
    • Skalak, D.B.1
  • 27
    • 80052893751 scopus 로고    scopus 로고
    • The FROC, AFROC and DROC variants of the ROC analysis. Handbook of medical imaging. Bellingham, Wash;
    • Chakraborty D. The FROC, AFROC and DROC variants of the ROC analysis. Handbook of medical imaging. Bellingham, Wash; 2000. p. 771-96.
    • (2000) , pp. 771-96
    • Chakraborty, D.1
  • 28
    • 27744556063 scopus 로고    scopus 로고
    • Computer-aided detection system for breast masses on digital tomosynthesis mammograms: preliminary experience
    • Chan H.-P., Wei J., Sahiner B., Rafferty E.A., Wu T., Roubidoux M.A., et al. Computer-aided detection system for breast masses on digital tomosynthesis mammograms: preliminary experience. Radiology 2005, 237(3):1075-1080. http://dx.doi.org/10.1148/radiol.2373041657. 10.1148/radiol.2373041657.
    • (2005) Radiology , vol.237 , Issue.3 , pp. 1075-1080
    • Chan, H.-P.1    Wei, J.2    Sahiner, B.3    Rafferty, E.A.4    Wu, T.5    Roubidoux, M.A.6
  • 29
    • 31844448002 scopus 로고    scopus 로고
    • Computerized mass detection for digital breast tomosynthesis directly from the projection images
    • Reiser I., Nishikawa R.M., Giger M.L., Wu T., Rafferty E.A., Moore R., et al. Computerized mass detection for digital breast tomosynthesis directly from the projection images. Med Phys 2006, 33(2):482-491.
    • (2006) Med Phys , vol.33 , Issue.2 , pp. 482-491
    • Reiser, I.1    Nishikawa, R.M.2    Giger, M.L.3    Wu, T.4    Rafferty, E.A.5    Moore, R.6
  • 30
    • 50449109489 scopus 로고    scopus 로고
    • Computer-aided detection of masses in digital tomosynthesis mammography: comparison of three approaches
    • Chan H.-P., Wei J., Zhang Y., Helvie M.A., Moore R.H., Sahiner B., et al. Computer-aided detection of masses in digital tomosynthesis mammography: comparison of three approaches. Med Phys 2008, 35(9):4087-4095.
    • (2008) Med Phys , vol.35 , Issue.9 , pp. 4087-4095
    • Chan, H.-P.1    Wei, J.2    Zhang, Y.3    Helvie, M.A.4    Moore, R.H.5    Sahiner, B.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.