메뉴 건너뛰기




Volumn 32, Issue 7, 2013, Pages 1191-1200

Computer-aided tumor detection based on multi-scale blob detection algorithm in automated breast ultrasound images

Author keywords

Automated breast ultrasound; blob detection; computer aided detection; Hessian analysis

Indexed keywords

10-FOLD CROSS-VALIDATION; BLOB DETECTION; BREAST ULTRASOUND; BREAST ULTRASOUND IMAGES; COMPUTER-AIDED DETECTION; HESSIAN ANALYSIS; LOGISTIC REGRESSION MODELS; SPECKLE NOISE REDUCTION;

EID: 84880247477     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2012.2230403     Document Type: Article
Times cited : (107)

References (30)
  • 1
    • 0037404722 scopus 로고    scopus 로고
    • Rationale for a trial of screening breast ultrasound: American College of Radiology Imaging Network (ACRIN) 6666
    • W. A. Berg, "Rationale for a trial of screening breast ultrasound: American college of radiology imaging network (ACRIN) 6666," Am. J. Roentgenol., vol. 180, pp. 1225-1228, May 2003. (Pubitemid 36504606)
    • (2003) American Journal of Roentgenology , vol.180 , Issue.5 , pp. 1225-1228
    • Berg, W.A.1
  • 3
    • 33646446646 scopus 로고    scopus 로고
    • Whole breast computer-aided screening using free-hand ultrasound
    • DOI 10.1016/j.ics.2005.03.053, PII S0531513105002426, CARS 2005: Computer Assisted Radiology and Surgery
    • R. F. Chang, K.-C. C. Chien, H. J. Chen, D. R. Chen, E. Takada, and W. K. Moon, "Whole breast computer-aided screening using free-hand ultrasound," Int. Congr. Ser., vol. 1281, pp. 1075-1080, Jun. 2005. (Pubitemid 43693689)
    • (2005) International Congress Series , vol.1281 , pp. 1075-1080
    • Chang, R.-F.1    Chang-Chien, K.-C.2    Chen, H.-J.3    Chen, D.-R.4    Takada, E.5    Kyung Moon, W.6
  • 4
    • 35648981850 scopus 로고    scopus 로고
    • Development of a fully automatic scheme for detection of masses in whole breast ultrasound images
    • DOI 10.1118/1.2795825
    • Y. Ikedo, D. Fukuoka, T. Hara, H. Fujita, E. Takada, T. Endo, and T. Morita, "Development of a fully automatic scheme for detection of masses in whole breast ultrasound images," Med. Phys., vol. 34, pp. 4378-4388, Nov. 2007. (Pubitemid 350029660)
    • (2007) Medical Physics , vol.34 , Issue.11 , pp. 4378-4388
    • Ikedo, Y.1    Fukuoka, D.2    Hara, T.3    Fujita, H.4    Takada, E.5    Endo, T.6    Morita, T.7
  • 5
    • 77952312239 scopus 로고    scopus 로고
    • Breast cancer detection using automated whole breast ultrasound and mammography in radiographically dense breasts
    • Mar
    • K. M. Kelly, J. Dean, W. S. Comulada, and S. J. Lee, "Breast cancer detection using automated whole breast ultrasound and mammography in radiographically dense breasts," Eur. Radiol., vol. 20, pp. 734-742, Mar. 2010.
    • (2010) Eur. Radiol , vol.20 , pp. 734-742
    • Kelly, K.M.1    Dean, J.2    Comulada, W.S.3    Lee, S.J.4
  • 6
    • 77952333979 scopus 로고    scopus 로고
    • Rapid image stitching and computer-aided detection for multipass automated breast ultrasound
    • May
    • R. F. Chang, K. C. Chang-Chien, E. Takada, C. S. Huang, Y. H. Chou, C. M. Kuo, and J. H. Chen, "Rapid image stitching and computer-aided detection for multipass automated breast ultrasound," Med. Phys., vol. 37, pp. 2063-2073, May 2010.
    • (2010) Med. Phys , vol.37 , pp. 2063-2073
    • Chang, R.F.1    Chang-Chien, K.C.2    Takada, E.3    Huang, C.S.4    Chou, Y.H.5    Kuo, C.M.6    Chen, J.H.7
  • 7
    • 79954662331 scopus 로고    scopus 로고
    • Radiologists' performance in the detection of benign and malignant masses with 3D automated breast ultrasound (ABUS)
    • Apr
    • J. M. Chang, W. K. Moon, N. Cho, J. S. Park, and S. J. Kim, "Radiologists' performance in the detection of benign and malignant masses with 3D automated breast ultrasound (ABUS)," Eur. J. Radiol., vol. 78, pp. 99-103, Apr. 2011.
    • (2011) Eur. J. Radiol , vol.78 , pp. 99-103
    • Chang, J.M.1    Moon, W.K.2    Cho, N.3    Park, J.S.4    Kim, S.J.5
  • 8
    • 79952713737 scopus 로고    scopus 로고
    • Computer-aided diagnosis for the classification of breast masses in automated whole breast ultrasound images
    • Apr
    • W. K.Moon, Y. W. Shen, C. S. Huang, L. R. Chiang, and R. F. Chang, "Computer-aided diagnosis for the classification of breast masses in automated whole breast ultrasound images," Ultrasound Med. Biol., vol. 37, pp. 539-548, Apr. 2011.
    • (2011) Ultrasound Med. Biol , vol.37 , pp. 539-548
    • Moon, W.K.1    Shen, Y.W.2    Huang, C.S.3    Chiang, L.R.4    Chang, R.F.5
  • 9
    • 78650864448 scopus 로고    scopus 로고
    • Comparative study of density analysis using automated whole breast ultrasound and MRI
    • Jan
    • W. K. Moon, Y.W. Shen, C. S. Huang, S. C. Luo, A. Kuzucan, J. H. Chen, and R. F. Chang, "Comparative study of density analysis using automated whole breast ultrasound and MRI," Med. Phys., vol. 38, pp. 382-389, Jan. 2011.
    • (2011) Med. Phys , vol.38 , pp. 382-389
    • Moon, W.K.1    Shen, Y.W.2    Huang, C.S.3    Luo, S.C.4    Kuzucan, A.5    Chen, J.H.6    Chang, R.F.7
  • 10
    • 79960547241 scopus 로고    scopus 로고
    • Automated whole-breast ultrasound: Advancing the performance of breast cancer screening
    • Aug
    • K. M. Kelly and G.A. Richwald, "Automated whole-breast ultrasound: advancing the performance of breast cancer screening," Sem. Ultrasound CT MR, vol. 32, pp. 273-280, Aug. 2011.
    • (2011) Sem. Ultrasound CT MR , vol.32 , pp. 273-280
    • Kelly, K.M.1    Richwald, G.A.2
  • 12
    • 0038710304 scopus 로고    scopus 로고
    • Computerized analysis of shadowing on breast ultrasound for improved lesion detection
    • DOI 10.1118/1.1584042
    • K. Drukker, M. L. Giger, and E. B. Mendelson, "Computerized analysis of shadowing on breast ultrasound for improved lesion detection," Med. Phys., vol. 30, pp. 1833-1842, Jul. 2003. (Pubitemid 36885802)
    • (2003) Medical Physics , vol.30 , Issue.7 , pp. 1833-1842
    • Drukker, K.1    Giger, M.L.2    Mendelson, E.B.3
  • 15
    • 0032081365 scopus 로고    scopus 로고
    • Three-dimensional multi-scale line filter for segmentation and visualization of curvilinear structures in medical images
    • Y. Sato, S. Nakajima, N. Shiraga, H. Atsumi, S. Yoshida, T. Koller, G. Gerig, and R. Kikinis, "Three-dimensional multi-scale line filter for segmentation and visualization of curvilinear structures in medical images," Med. Image Anal., vol. 2, pp. 143-168, Jun. 1998. (Pubitemid 128501135)
    • (1998) Medical Image Analysis , vol.2 , Issue.2 , pp. 143-168
    • Sato, Y.1    Nakajima, S.2    Shiraga, N.3    Atsumi, H.4    Yoshida, S.5    Koller, T.6    Gerig, G.7    Kikinis, R.8
  • 16
    • 84858067105 scopus 로고    scopus 로고
    • Automatic computer-aided detection of prostate cancer based on multiparametric magnetic resonance image analysis
    • Mar
    • P. C. Vos, J. O. Barentsz, N. Karssemeijer, and H. J. Huisman, "Automatic computer-aided detection of prostate cancer based on multiparametric magnetic resonance image analysis," Phys. Med. Biol., vol. 57, pp. 1527-1542, Mar. 2012.
    • (2012) Phys. Med. Biol , vol.57 , pp. 1527-1542
    • Vos, P.C.1    Barentsz, J.O.2    Karssemeijer, N.3    Huisman, H.J.4
  • 17
    • 67650862815 scopus 로고    scopus 로고
    • Shapebased computer-aided detection of lung nodules in thoracic CT images
    • Jul
    • X. Ye, X. Lin, J. Dehmeshki, G. Slabaugh, and G. Beddoe, "Shapebased computer-aided detection of lung nodules in thoracic CT images," IEEE Trans. Biomed. Eng., vol. 56, no. 7, pp. 1810-1820, Jul. 2009.
    • (2009) IEEE Trans. Biomed. Eng , vol.56 , Issue.7 , pp. 1810-1820
    • Ye, X.1    Lin, X.2    Dehmeshki, J.3    Slabaugh, G.4    Beddoe, G.5
  • 18
    • 0020716185 scopus 로고
    • Digital image smoothing and the sigma filter
    • Nov
    • J. S. Lee, "Digital image smoothing and the sigma filter," Comput. Vis., Graphics, Image Process., vol. 24, pp. 255-269, Nov. 1983.
    • (1983) Comput. Vis., Graphics, Image Process , vol.24 , pp. 255-269
    • Lee, J.S.1
  • 19
    • 0026844063 scopus 로고
    • General approach to connected-component labeling for arbitrary image representations
    • DOI 10.1145/128749.128750
    • M. B. Dillencourt, H. Samet, and M. Tamminen, "A general approach to connected-component labeling for arbitrary image representations," J. ACM, vol. 39, pp. 253-280, Apr. 1992. (Pubitemid 23600408)
    • (1992) Journal of the ACM , vol.39 , Issue.2 , pp. 253-280
    • Dillencourt, M.B.1    Samet, H.2    Tamminen, M.3
  • 22
    • 0000718216 scopus 로고
    • Measuring skewness and kurtosis
    • Dec
    • R. A. Groeneveld and G.Meeden, "Measuring skewness and kurtosis," J. R. Stat. Soc., vol. 33, pp. 391-399, Dec. 1984.
    • (1984) J. R. Stat. Soc , vol.33 , pp. 391-399
    • Groeneveld, R.A.1    Meeden, G.2
  • 23
    • 33846190665 scopus 로고    scopus 로고
    • Breast MRI lesion classification: Improved performance of human readers with a backpropagation neural network computer-aided diagnosis (CAD) system
    • DOI 10.1002/jmri.20794
    • L. A.Meinel, A. H. Stolpen, K. S. Berbaum, L. L. Fajardo, and J.M. Reinhardt, "BreastMRI lesion classification: Improved performance of human readers with a backpropagation neural network computer-aided diagnosis (CAD) system," J. Magn. Reson. Imag., vol. 25, pp. 89-95, Jan. 2007. (Pubitemid 46095203)
    • (2007) Journal of Magnetic Resonance Imaging , vol.25 , Issue.1 , pp. 89-95
    • Meinel, L.A.1    Stolpen, A.H.2    Berbaum, K.S.3    Fajardo, L.L.4    Reinhardt, J.M.5
  • 24
    • 34848901054 scopus 로고    scopus 로고
    • An easymeasure of compactness for 2D and 3D shapes
    • Feb
    • E. Bribiesca, "An easymeasure of compactness for 2D and 3D shapes," Pattern Recognit., vol. 41, pp. 543-554, Feb. 2008.
    • (2008) Pattern Recognit , vol.41 , pp. 543-554
    • Bribiesca, E.1
  • 25
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • PII S000437029700043X
    • R. Kohavi and G. H. John, "Wrappers for feature subset selection," Artif. Intell., vol. 97, pp. 273-324, Dec. 1997. (Pubitemid 127401107)
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 26
    • 84950445313 scopus 로고
    • Cross-validation of regression models
    • Sep
    • R. R. Picard and R. D. Cook, "Cross-validation of regression models," J. Am. Stat. Assoc., vol. 79, pp. 575-583, Sep. 1984.
    • (1984) J. Am. Stat. Assoc , vol.79 , pp. 575-583
    • Picard, R.R.1    Cook, R.D.2
  • 27
    • 0022644797 scopus 로고
    • Digital and conventional chest imaging: A modified ROC study of observer performance using simulated nodules
    • D. P.Chakraborty,E.S.Breatnach,M.V. Yester,B.Soto, G. T.Barnes, and R. G. Fraser, "Digital and conventional chest imaging - A modified ROC study of observer performance using simulated nodules," Radiology, vol. 158, pp. 35-39, Jan. 1986. (Pubitemid 16169420)
    • (1986) Radiology , vol.158 , Issue.1 , pp. 35-39
    • Chakraborty, D.P.1    Breatnach, E.S.2    Yester, M.V.3
  • 28
    • 55349143202 scopus 로고    scopus 로고
    • Validation and statistical power comparison of methods for analyzing free-response observer performance studies
    • Dec
    • D. P. Chakraborty, "Validation and statistical power comparison of methods for analyzing free-response observer performance studies," Acad. Radiol., vol. 15, pp. 1554-1566, Dec. 2008.
    • (2008) Acad. Radiol , vol.15 , pp. 1554-1566
    • Chakraborty, D.P.1
  • 29
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • S. Holm, "A simple sequentially rejective multiple test procedure," Scand. J. Stat., vol. 6, pp. 65-70, 1979.
    • (1979) Scand. J. Stat , vol.6 , pp. 65-70
    • Holm, S.1
  • 30
    • 84867295558 scopus 로고    scopus 로고
    • Computer-aided classification of breast masses using speckle features of automated breast ultrasound images
    • W. K. Moon, C.M. Lo, J. M. Chang, C. S. Huang, J. H. Chen, and R. F. Chang, "Computer-aided classification of breast masses using speckle features of automated breast ultrasound images," Med. Phys., vol. 39, pp. 6465-6473, 2012.
    • (2012) Med. Phys , vol.39 , pp. 6465-6473
    • Moon, W.K.1    Lo, C.M.2    Chang, J.M.3    Huang, C.S.4    Chen, J.H.5    Chang, R.F.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.