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Volumn 25, Issue 1, 2014, Pages 83-93

False-positive reduction in mammography using multiscale spatial Weber law descriptor and support vector machines

Author keywords

False positive reduction; Mammograms; Mass detection; Support vector machines; WLD

Indexed keywords

MAMMOGRAPHY; TEXTURES; X RAY SCREENS;

EID: 84902458433     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-013-1450-7     Document Type: Article
Times cited : (21)

References (30)
  • 4
    • 56449098759 scopus 로고    scopus 로고
    • A multi-stage neural network aided system for detection of micro-calcifications in digitized mammograms
    • Pal NR, Bhowmick B, Patel SK, Pal S, Das J (2008) A multi-stage neural network aided system for detection of micro-calcifications in digitized mammograms. Neurocomputing 71: 2625-2634.
    • (2008) Neurocomputing , vol.71 , pp. 2625-2634
    • Pal, N.R.1    Bhowmick, B.2    Patel, S.K.3    Pal, S.4    Das, J.5
  • 5
    • 0037439361 scopus 로고    scopus 로고
    • Mammography screening matters for young women with breast carcinoma
    • Buseman S, Mouchawar J, Calonge N, Byers T (2003) Mammography screening matters for young women with breast carcinoma. Cancer 97(2): 352-358.
    • (2003) Cancer , vol.97 , Issue.2 , pp. 352-358
    • Buseman, S.1    Mouchawar, J.2    Calonge, N.3    Byers, T.4
  • 7
    • 23844558068 scopus 로고    scopus 로고
    • Evaluation of breast cancer with a computer-aided detection system by mammographic appearance and histopathology
    • Brem RF, Rapelyea JA, Zisman G, Hoffmeister JW, DeSimio MP (2005) Evaluation of breast cancer with a computer-aided detection system by mammographic appearance and histopathology. Cancer 104(5): 931-935.
    • (2005) Cancer , vol.104 , Issue.5 , pp. 931-935
    • Brem, R.F.1    Rapelyea, J.A.2    Zisman, G.3    Hoffmeister, J.W.4    DeSimio, M.P.5
  • 8
    • 0142120449 scopus 로고    scopus 로고
    • Computer-aided detection and classification of microcalcifications in mammograms: a survey
    • Cheng HD, Cai XP, Chen XW, Hu LM, Lou XL (2003) Computer-aided detection and classification of microcalcifications in mammograms: a survey. Pattern Recognit 36(12): 2967-2991.
    • (2003) Pattern Recognit , vol.36 , Issue.12 , pp. 2967-2991
    • Cheng, H.D.1    Cai, X.P.2    Chen, X.W.3    Hu, L.M.4    Lou, X.L.5
  • 9
    • 0035088227 scopus 로고    scopus 로고
    • Mammographic characteristics of 115 missed cancers later detected with screening mammography and the potential utility of computer-aided detection
    • Birdwell RL, Ikeda DM, O'Shaughnessy KD, Sickles EA (2001) Mammographic characteristics of 115 missed cancers later detected with screening mammography and the potential utility of computer-aided detection. Radiology 219: 192-202.
    • (2001) Radiology , vol.219 , pp. 192-202
    • Birdwell, R.L.1    Ikeda, D.M.2    O'Shaughnessy, K.D.3    Sickles, E.A.4
  • 10
    • 0034860859 scopus 로고    scopus 로고
    • Screening mammography with computer-aided detection: prospective study of 12860 patients in a community breast center
    • Freer TW, Ulissey MJ (2001) Screening mammography with computer-aided detection: prospective study of 12860 patients in a community breast center. Radiology 220: 781-786.
    • (2001) Radiology , vol.220 , pp. 781-786
    • Freer, T.W.1    Ulissey, M.J.2
  • 11
    • 4444271529 scopus 로고    scopus 로고
    • Linear structures in mammographic images: detection and classification
    • Zwiggelaar R, Astley SM, Boggis CRM, Taylor CJ (2004) Linear structures in mammographic images: detection and classification. IEEE Trans Med Imag 23(9): 1077-1086.
    • (2004) IEEE Trans Med Imag , vol.23 , Issue.9 , pp. 1077-1086
    • Zwiggelaar, R.1    Astley, S.M.2    Boggis, C.R.M.3    Taylor, C.J.4
  • 12
    • 27144457361 scopus 로고    scopus 로고
    • Computer-aided detection in the United Kingdom national breast screening programme: prospective study
    • Khoo LAL, Taylor P, Given-Wilson RM (2005) Computer-aided detection in the United Kingdom national breast screening programme: prospective study. Radiology 237(2): 444-449.
    • (2005) Radiology , vol.237 , Issue.2 , pp. 444-449
    • Khoo, L.A.L.1    Taylor, P.2    Given-Wilson, R.M.3
  • 13
    • 33645502136 scopus 로고    scopus 로고
    • Computer-aided detection, in its present form, is not an effective aid for screening mammography
    • Nishikawa RM, Kallergi M (2006) Computer-aided detection, in its present form, is not an effective aid for screening mammography. Med Phys 33: 811-814.
    • (2006) Med Phys , vol.33 , pp. 811-814
    • Nishikawa, R.M.1    Kallergi, M.2
  • 14
    • 14944349485 scopus 로고    scopus 로고
    • Impact of computer-aided detection prompts on the sensitivity and specificity of screening mammography
    • Taylor P, Champness J, Given-Wilson R, Johnston K, Potts H (2005) Impact of computer-aided detection prompts on the sensitivity and specificity of screening mammography. Health Tech Assess 9(6): 1-58.
    • (2005) Health Tech Assess , vol.9 , Issue.6 , pp. 1-58
    • Taylor, P.1    Champness, J.2    Given-Wilson, R.3    Johnston, K.4    Potts, H.5
  • 17
    • 38049121488 scopus 로고    scopus 로고
    • False positive reduction in breast mass detection using two-dimensional PCA
    • Oliver A, Lladó X, Martí J, Martí R, Freixenet J (2007) False positive reduction in breast mass detection using two-dimensional PCA. Lect Notes Comput Sci 4478: 154-161.
    • (2007) Lect Notes Comput Sci , vol.4478 , pp. 154-161
    • Oliver, A.1    Lladó, X.2    Martí, J.3    Martí, R.4    Freixenet, J.5
  • 18
    • 0742268833 scopus 로고    scopus 로고
    • Two-dimensional PCA: a new approach to appearance-based face representation and recognition
    • Yang J, Zhang D, Frangi AF, Yang J (2004) Two-dimensional PCA: a new approach to appearance-based face representation and recognition. IEEE Trans Pattern Anal Mach Intell 26(1): 131-137.
    • (2004) IEEE Trans Pattern Anal Mach Intell , vol.26 , Issue.1 , pp. 131-137
    • Yang, J.1    Zhang, D.2    Frangi, A.F.3    Yang, J.4
  • 20
    • 33644996035 scopus 로고    scopus 로고
    • Testing the performances of different image representations for mass classification in digital mammograms
    • Angelini E, Campanini R, Iampieri E, Lanconelli N, Masotti M, Roffilli M (2006) Testing the performances of different image representations for mass classification in digital mammograms. Int J Mod Phys 17(1): 113-131.
    • (2006) Int J Mod Phys , vol.17 , Issue.1 , pp. 113-131
    • Angelini, E.1    Campanini, R.2    Iampieri, E.3    Lanconelli, N.4    Masotti, M.5    Roffilli, M.6
  • 23
    • 77955397866 scopus 로고    scopus 로고
    • Local-Learning-Based Feature Selection for High-Dimensional Data Analysis
    • Sun Y, Todorovic S, Goodison S (2010) Local-Learning-Based Feature Selection for High-Dimensional Data Analysis. IEEE Trans Pattern Anal Mach Intell 32(9): 1610-1626.
    • (2010) IEEE Trans Pattern Anal Mach Intell , vol.32 , Issue.9 , pp. 1610-1626
    • Sun, Y.1    Todorovic, S.2    Goodison, S.3
  • 25
    • 84902452519 scopus 로고    scopus 로고
    • http://www. csie. ntu. edu. tw/~cjlin/libsvm/.
  • 27
    • 14644390912 scopus 로고    scopus 로고
    • Using AUC and accuracy in evaluating learning algorithms
    • Jin H, Ling CX (2005) Using AUC and accuracy in evaluating learning algorithms. IEEE Trans Knowl Data Eng 17(3): 299-310.
    • (2005) IEEE Trans Knowl Data Eng , vol.17 , Issue.3 , pp. 299-310
    • Jin, H.1    Ling, C.X.2
  • 28
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • Ojala T, Pietikainen M, Maenpaa T (2002) Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans Pattern Anal Machine Intell 27(7): 971-987.
    • (2002) IEEE Trans Pattern Anal Machine Intell , vol.27 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 29
    • 77950864589 scopus 로고    scopus 로고
    • Contourlet-based mammography mass classification using the SVM family
    • Fatemeh M, Zohreh A, Reza B, Serajodin K (2010) Contourlet-based mammography mass classification using the SVM family. Comput Biol Med 40(4): 373-383.
    • (2010) Comput Biol Med , vol.40 , Issue.4 , pp. 373-383
    • Fatemeh, M.1    Zohreh, A.2    Reza, B.3    Serajodin, K.4
  • 30
    • 84863928448 scopus 로고    scopus 로고
    • Automatic mass detection in mammograms using multiscale spatial weber local descriptor
    • Vienna, Austria
    • Hussain M, Khan N (2012) Automatic mass detection in mammograms using multiscale spatial weber local descriptor. In: Proceedings of 19th IEEE IWSSIP 2012, pp. 288-291. Vienna, Austria.
    • (2012) Proceedings of 19th IEEE IWSSIP 2012 , pp. 288-291
    • Hussain, M.1    Khan, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.