메뉴 건너뛰기




Volumn 35, Issue 1, 2011, Pages 1-8

Computer-aided diagnosis for early-stage breast cancer by using Wavelet Transform

Author keywords

Breast cancer; Neural network; Principal Component Analysis; Wavelet Transform

Indexed keywords

BACK PROPAGATION NEURAL NETWORKS; BAYES CLASSIFIER; BREAST CANCER; COMPUTATION LOADS; DESCRIPTORS; DIAGNOSIS ALGORITHMS; EARLY-STAGE BREAST CANCER; FALSE POSITIVE RATES; GREY-LEVEL CO-OCCURRENCE MATRIXES; HIGH-SENSITIVITY; LINEAR COMBINATIONS; MAJORITY VOTING RULES; MICROCALCIFICATIONS; NORMAL TISSUE; PHASE I; PHASE II; PRINCIPAL COMPONENTS; TRUE POSITIVE RATES;

EID: 79151480148     PISSN: 08956111     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2010.08.005     Document Type: Article
Times cited : (30)

References (25)
  • 2
    • 0030270431 scopus 로고    scopus 로고
    • Digital mammography: mixed feature neural network with spectral entropy decision for detection of microcalcifications
    • Zheng B., Qian W., Clarke L.P. Digital mammography: mixed feature neural network with spectral entropy decision for detection of microcalcifications. IEEE Transactions on Medical Imaging 1996, 15(5):589-597.
    • (1996) IEEE Transactions on Medical Imaging , vol.15 , Issue.5 , pp. 589-597
    • Zheng, B.1    Qian, W.2    Clarke, L.P.3
  • 3
    • 0033624996 scopus 로고    scopus 로고
    • CAD system for the automatic detection of clustered microcalcifications in digitized mammogram films
    • Yu S., Guan L. CAD system for the automatic detection of clustered microcalcifications in digitized mammogram films. IEEE Transactions on Medical Imaging 2000, 19(2):115-126.
    • (2000) IEEE Transactions on Medical Imaging , vol.19 , Issue.2 , pp. 115-126
    • Yu, S.1    Guan, L.2
  • 4
    • 56449098759 scopus 로고    scopus 로고
    • A multi-stage neural network aided system for detection of microcalcifications in digitized mammograms
    • Pal N.R., Bhownik B., Patel S.K., Pal S., Das J. A multi-stage neural network aided system for detection of microcalcifications in digitized mammograms. Neurocomputing 2008, 71(13-15):2625-2634.
    • (2008) Neurocomputing , vol.71 , Issue.13-15 , pp. 2625-2634
    • Pal, N.R.1    Bhownik, B.2    Patel, S.K.3    Pal, S.4    Das, J.5
  • 7
    • 79151485248 scopus 로고    scopus 로고
    • Image processing of micro-calcifications for early-stage breast cancer via wavelet analysis and neural network. M.S. Thesis. Department of Mechanical Engineering, National Cheng-Kung University, Tainan, Taiwan, ROC.
    • Chen HW. Image processing of micro-calcifications for early-stage breast cancer via wavelet analysis and neural network. M.S. Thesis. Department of Mechanical Engineering, National Cheng-Kung University, Tainan, Taiwan, ROC; 2008.
    • (2008)
    • Chen, H.W.1
  • 8
    • 0032129156 scopus 로고    scopus 로고
    • Detection of microcalcification in digital mammograms using wavelets
    • Wang T.C., Karayianmis N.B. Detection of microcalcification in digital mammograms using wavelets. IEEE Transactions on Medical Imaging 1998, 17(4):498-509.
    • (1998) IEEE Transactions on Medical Imaging , vol.17 , Issue.4 , pp. 498-509
    • Wang, T.C.1    Karayianmis, N.B.2
  • 9
    • 0022689752 scopus 로고
    • Enhancement of mammographic features by optimal adaptive neighborhood image processing
    • Dhawan A.P., Buellton G., Gordon R. Enhancement of mammographic features by optimal adaptive neighborhood image processing. IEEE Transactions on Medical Imaging 1986, 5(1):8-15.
    • (1986) IEEE Transactions on Medical Imaging , vol.5 , Issue.1 , pp. 8-15
    • Dhawan, A.P.1    Buellton, G.2    Gordon, R.3
  • 10
    • 0023221956 scopus 로고
    • Digital mammography: ROC studies of the effects of pixel size and unship-mask filtering on the detection of subtle microcalcifications
    • Chan H.P., Vyborny C.J., McaMahon H., Metz C.E., Doi K., Sickles E.A. Digital mammography: ROC studies of the effects of pixel size and unship-mask filtering on the detection of subtle microcalcifications. Investigative Radiology 1987, 22(7):581-589.
    • (1987) Investigative Radiology , vol.22 , Issue.7 , pp. 581-589
    • Chan, H.P.1    Vyborny, C.J.2    McaMahon, H.3    Metz, C.E.4    Doi, K.5    Sickles, E.A.6
  • 11
    • 0030692271 scopus 로고    scopus 로고
    • An RBF based classifier for the detection of microcalcification in mammograms with outlier rejection capability
    • Hojjatoleslami A., Sardo L., Kittler J. An RBF based classifier for the detection of microcalcification in mammograms with outlier rejection capability. IEEE Transactions on Medical Imaging 1997, 21(12):1379-1384.
    • (1997) IEEE Transactions on Medical Imaging , vol.21 , Issue.12 , pp. 1379-1384
    • Hojjatoleslami, A.1    Sardo, L.2    Kittler, J.3
  • 12
    • 0034285185 scopus 로고    scopus 로고
    • Computer aided detection of microcalcifications in digital mammograms
    • Giuseppe B., Angelo C., Antonio P. Computer aided detection of microcalcifications in digital mammograms. Computers in Biology and Medicine 2000, 30:267-286.
    • (2000) Computers in Biology and Medicine , vol.30 , pp. 267-286
    • Giuseppe, B.1    Angelo, C.2    Antonio, P.3
  • 16
    • 4544311091 scopus 로고    scopus 로고
    • Contrast enhancement of microcalcifications in mammograms using morphological enhancement and non-flat structuring elements
    • Witrh M., Fraschini M., Lyon J. Contrast enhancement of microcalcifications in mammograms using morphological enhancement and non-flat structuring elements. IEEE Symposium on CBNS'04. 2004, 134-139.
    • (2004) IEEE Symposium on CBNS'04. , pp. 134-139
    • Witrh, M.1    Fraschini, M.2    Lyon, J.3
  • 19
    • 0031223910 scopus 로고    scopus 로고
    • On digital mammogram segmentation and microcalcification detection using multiresolution wavelet analysis
    • Chen C.H., Lee G.G. On digital mammogram segmentation and microcalcification detection using multiresolution wavelet analysis. Graphical Models and Image Processing 1997, 59(5):349-364.
    • (1997) Graphical Models and Image Processing , vol.59 , Issue.5 , pp. 349-364
    • Chen, C.H.1    Lee, G.G.2
  • 20
    • 33744520648 scopus 로고    scopus 로고
    • Detection of microcalcifications in digital mammograms using wavelet filter and Markov random field model
    • Yu S.-N., Li K.-Y., Huang Y.-K. Detection of microcalcifications in digital mammograms using wavelet filter and Markov random field model. Computerized Medical Imaging and Graphics 2006, 30:163-173.
    • (2006) Computerized Medical Imaging and Graphics , vol.30 , pp. 163-173
    • Yu, S.-N.1    Li, K.-Y.2    Huang, Y.-K.3
  • 24
    • 33947383729 scopus 로고    scopus 로고
    • Automatic detection of clustered microcalcifications in digital mammograms using mathematical morphology and neural networks
    • Halkiotis S., Botsis T., Rangoussi M. Automatic detection of clustered microcalcifications in digital mammograms using mathematical morphology and neural networks. Signal Processing 2007, 87:1559-1568.
    • (2007) Signal Processing , vol.87 , pp. 1559-1568
    • Halkiotis, S.1    Botsis, T.2    Rangoussi, M.3
  • 25
    • 67649411720 scopus 로고    scopus 로고
    • Computer aided detection of microcalcifications in digital mammograms adopting a wavelet decomposition
    • Rizzi M., D'Aloia M., Castagnolo B. Computer aided detection of microcalcifications in digital mammograms adopting a wavelet decomposition. Integrated Computer-Aided Engineering 2009, 16:91-103.
    • (2009) Integrated Computer-Aided Engineering , vol.16 , pp. 91-103
    • Rizzi, M.1    D'Aloia, M.2    Castagnolo, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.