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Volumn , Issue , 2011, Pages 638-641

An investigate of mass diagnosis in mammogram with random forest

Author keywords

[No Author keywords available]

Indexed keywords

BOUNDARY INFORMATION; ENSEMBLE LEARNING; EXTRACTING FEATURES; FALSE NEGATIVES; GRAY LEVEL CO-OCCURRENCE MATRIX; HU MOMENTS; INITIAL CONTOUR; LEVEL SET METHOD; LEVEL SET SEGMENTATION; MASS REGIONS; RANDOM FOREST CLASSIFIER; RANDOM FORESTS; REGION INFORMATION; SHAPE CHARACTERISTICS; SVM(SUPPORT VECTOR MACHINE); TEXTURE CHARACTERISTICS; TEXTURE FEATURES;

EID: 84863386348     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IWACI.2011.6160086     Document Type: Conference Paper
Times cited : (11)

References (20)
  • 2
    • 3042628862 scopus 로고    scopus 로고
    • Annual report to the nation on the status of cancer, 1975-2001, with a special feature regarding survival
    • DOI 10.1002/cncr.20288
    • A. Jemal, L. Clegg, E. Ward, L. Ries, X. Wu, P. Jamison, P. Wingo, H. Howe, R. Anderson, and B. Edwards, "Annual report to the nation on the status of cancer, 1975-2001, with a special feature regarding survival," Cancer, vol. 101, pp. 3-27, 2004. (Pubitemid 38812419)
    • (2004) Cancer , vol.101 , Issue.1 , pp. 3-27
    • Jemal, A.1    Clegg, L.X.2    Ward, E.3    Ries, L.A.G.4    Wu, X.5    Jamison, P.M.6    Wingo, P.A.7    Howe, H.L.8    Anderson, R.N.9    Edwards, B.K.10
  • 6
    • 0031976735 scopus 로고    scopus 로고
    • Computerized characterization of masses on mammograms: The rubber band straightening transform and texture analysis
    • B. Sahiner, H. Chan, N. Petrick, M. Helvie, and M. Goodsitt, "Computerized characterization of masses on mammograms: the rubber band straightening transform and texture analysis," Medical Physics, vol. 25, p. 516, 1998.
    • (1998) Medical Physics , vol.25 , pp. 516
    • Sahiner, B.1    Chan, H.2    Petrick, N.3    Helvie, M.4    Goodsitt, M.5
  • 7
    • 77950859535 scopus 로고    scopus 로고
    • A comparison of wavelet and curvelet for breast cancer diagnosis in digital mammogram
    • M. Meselhy Eltoukhy, I. Faye, and B. Belhaouari Samir, "A comparison of wavelet and curvelet for breast cancer diagnosis in digital mammogram," Computers in Biology and Medicine, vol. 40, pp. 384-391, 2010.
    • (2010) Computers in Biology and Medicine , vol.40 , pp. 384-391
    • Meselhy Eltoukhy, M.1    Faye, I.2    Belhaouari Samir, B.3
  • 8
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • T. G. Dietterich, "An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization," Machine learning, vol. 40, pp. 139-157, 2000.
    • (2000) Machine Learning , vol.40 , pp. 139-157
    • Dietterich, T.G.1
  • 9
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests," Machine learning, vol. 45, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 10
    • 14644421528 scopus 로고    scopus 로고
    • Investigation of the random forest framework for classification of hyperspectral data
    • DOI 10.1109/TGRS.2004.842481
    • J. Ham, Y. Chen, M. M. Crawford, and J. Ghosh, "Investigation of the random forest framework for classification of hyperspectral data," Geoscience and Remote Sensing, IEEE Transactions on, vol. 43, pp. 492-501, 2005. (Pubitemid 40320271)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.3 , pp. 492-501
    • Ham, J.1    Chen, Y.2    Crawford, M.M.3    Ghosh, J.4
  • 13
    • 84937655864 scopus 로고
    • Visual pattern recognition by moment invariants
    • M. K. Hu, "Visual pattern recognition by moment invariants," Information Theory, IRE Transactions on, vol. 8, pp. 179-187, 1962.
    • (1962) Information Theory, IRE Transactions on , vol.8 , pp. 179-187
    • Hu, M.K.1
  • 14
    • 0027594550 scopus 로고
    • Improved moment invariants for shape discrimination
    • C. C. Chen, "Improved moment invariants for shape discrimination," Pattern Recognition, vol. 26, pp. 683-686, 1993.
    • (1993) Pattern Recognition , vol.26 , pp. 683-686
    • Chen, C.C.1
  • 18
    • 84855776735 scopus 로고    scopus 로고
    • Classification of Breast Mass in Mammography with an Improved Level Set Segmentation by Combining Morphological Features and Texture Features
    • J. Tang and X. Liu, "Classification of Breast Mass in Mammography with an Improved Level Set Segmentation by Combining Morphological Features and Texture Features," Multi Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies, pp. 119-135, 2011.
    • (2011) Multi Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies , pp. 119-135
    • Tang, J.1    Liu, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.