메뉴 건너뛰기




Volumn 32, Issue 1, 2008, Pages 97-102

Classification of benign and malignant breast tumors using neural networks and three-dimensional power Doppler ultrasound

Author keywords

Flow index; Histogram analysis; Neural networks; Three dimensional power Doppler; Vascularization flow index; Vascularization index

Indexed keywords

ADOLESCENT; ADULT; AGED; AREA UNDER THE CURVE; ARTICLE; ARTIFICIAL NEURAL NETWORK; BREAST CANCER; BREAST TUMOR; CALCULATION; CANCER CLASSIFICATION; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; DIFFERENTIAL DIAGNOSIS; DOPPLER FLOWMETRY; FLOW INDEX; HUMAN; HUMAN TISSUE; MAJOR CLINICAL STUDY; PATHOLOGY; PRIORITY JOURNAL; RATING SCALE; RECEIVER OPERATING CHARACTERISTIC; THREE DIMENSIONAL IMAGING; VASCULARIZATION FLOW INDEX; VASCULARIZATION INDEX;

EID: 53149120863     PISSN: 09607692     EISSN: 14690705     Source Type: Journal    
DOI: 10.1002/uog.4103     Document Type: Article
Times cited : (37)

References (26)
  • 1
    • 0025141337 scopus 로고
    • What is the evidence that tumors are angiogenesis dependent?
    • Folkman J. What is the evidence that tumors are angiogenesis dependent? J Natl Cancer Inst 1990; 82: 4-6.
    • (1990) J Natl Cancer Inst , vol.82 , pp. 4-6
    • Folkman, J.1
  • 7
    • 0019991914 scopus 로고
    • A preliminary assessment of an ultrasonic Doppler method for the study of blood flow in human breast cancer
    • Minasian H, Bamber JC. A preliminary assessment of an ultrasonic Doppler method for the study of blood flow in human breast cancer. Ultrasound Med Biol 1982; 8: 357-364.
    • (1982) Ultrasound Med Biol , vol.8 , pp. 357-364
    • Minasian, H.1    Bamber, J.C.2
  • 8
    • 84989133049 scopus 로고
    • Breast examinations with continuous wave and color Doppler
    • Madjar H. Breast examinations with continuous wave and color Doppler. Ultrasound Obstet Gynecol 1992; 2: 215-220.
    • (1992) Ultrasound Obstet Gynecol , vol.2 , pp. 215-220
    • Madjar, H.1
  • 9
    • 0032916961 scopus 로고    scopus 로고
    • Comparison of various imaging methods with particular evaluation of color Doppler sonography for planning surgery for breast tumors
    • Blohmer JU, Oellinger H, Schmidt C, Hufnagl P, Felix R, Lichtenegger W. Comparison of various imaging methods with particular evaluation of color Doppler sonography for planning surgery for breast tumors. Arch Gynecol Obstet 1999; 262: 159-171.
    • (1999) Arch Gynecol Obstet , vol.262 , pp. 159-171
    • Blohmer, J.U.1    Oellinger, H.2    Schmidt, C.3    Hufnagl, P.4    Felix, R.5    Lichtenegger, W.6
  • 10
    • 0032142912 scopus 로고    scopus 로고
    • Power Doppler in breast tumours: A comparison with conventional colour Doppler imaging
    • Wright IA, Pugh ND, Lyons K, Webster DJ, Mansel RE. Power Doppler in breast tumours: a comparison with conventional colour Doppler imaging. Eur J Ultrasound 1998; 7: 175-181.
    • (1998) Eur J Ultrasound , vol.7 , pp. 175-181
    • Wright, I.A.1    Pugh, N.D.2    Lyons, K.3    Webster, D.J.4    Mansel, R.E.5
  • 11
    • 0036787766 scopus 로고    scopus 로고
    • Role of color and power doppler imaging in differentiating between malignant and benign solid breast masses
    • Lee SW, Choi HY, Baek SY, Lim SM. Role of color and power doppler imaging in differentiating between malignant and benign solid breast masses. J Clin Ultrasound 2002; 30: 459-464.
    • (2002) J Clin Ultrasound , vol.30 , pp. 459-464
    • Lee, S.W.1    Choi, H.Y.2    Baek, S.Y.3    Lim, S.M.4
  • 13
    • 33750478385 scopus 로고    scopus 로고
    • Computer-aided diagnosis of emphysema in COPD patients: Neural-network-based analysis of lung shape in digital chest radiographs
    • Coppini G, Miniati M, Paterni M, Monti S, Ferdeghini EM. Computer-aided diagnosis of emphysema in COPD patients: Neural-network-based analysis of lung shape in digital chest radiographs. Med Eng Phys 2007; 29: 76-86.
    • (2007) Med Eng Phys , vol.29 , pp. 76-86
    • Coppini, G.1    Miniati, M.2    Paterni, M.3    Monti, S.4    Ferdeghini, E.M.5
  • 14
    • 0036254780 scopus 로고    scopus 로고
    • Assessment of nodal involvement and survival analysis in breast cancer patients using image cytometric data: Statistical, neural network and fuzzy approaches
    • Seker H, Odetayo MO, Petrovic D, Naguib RN, Bartoli C, Alasio L, Lakshmi MS, Sherbet GV. Assessment of nodal involvement and survival analysis in breast cancer patients using image cytometric data: statistical, neural network and fuzzy approaches. Anticancer Res 2002; 22(1A): 433-438.
    • (2002) Anticancer Res , vol.22 , Issue.1 A , pp. 433-438
    • Seker, H.1    Odetayo, M.O.2    Petrovic, D.3    Naguib, R.N.4    Bartoli, C.5    Alasio, L.6    Lakshmi, M.S.7    Sherbet, G.V.8
  • 15
    • 0032710766 scopus 로고    scopus 로고
    • Journey toward computer-aided diagnosis: Role of image texture analysis
    • Tourassi GD. Journey toward computer-aided diagnosis: role of image texture analysis. Radiology 1999; 213: 317-320.
    • (1999) Radiology , vol.213 , pp. 317-320
    • Tourassi, G.D.1
  • 16
    • 0032737421 scopus 로고    scopus 로고
    • Computer-aided diagnosis applied to US of solid breast nodules by using neural networks
    • Chen DR, Chang RF, Huang YL. Computer-aided diagnosis applied to US of solid breast nodules by using neural networks. Radiology 1999; 213: 407-412.
    • (1999) Radiology , vol.213 , pp. 407-412
    • Chen, D.R.1    Chang, R.F.2    Huang, Y.L.3
  • 17
    • 6344221607 scopus 로고    scopus 로고
    • Computer-aided diagnosis of solid breast nodules: Use of an artificial neural network based on multiple sonographic features
    • Joo S, Yang YS, Moon WK, Kim HC. Computer-aided diagnosis of solid breast nodules: use of an artificial neural network based on multiple sonographic features. IEEE Trans Med Imaging 2004; 23: 1292-1300.
    • (2004) IEEE Trans Med Imaging , vol.23 , pp. 1292-1300
    • Joo, S.1    Yang, Y.S.2    Moon, W.K.3    Kim, H.C.4
  • 18
    • 0037294995 scopus 로고    scopus 로고
    • Breast lesions on sonograms: Computer-aided diagnosis with nearly setting-independent features and artificial neural networks
    • Chen CM, Chou YH, Han KC, Hung GS, Tiu CM, Chiou HJ, Chiou SY. Breast lesions on sonograms: computer-aided diagnosis with nearly setting-independent features and artificial neural networks. Radiology 2003; 226: 504-514.
    • (2003) Radiology , vol.226 , pp. 504-514
    • Chen, C.M.1    Chou, Y.H.2    Han, K.C.3    Hung, G.S.4    Tiu, C.M.5    Chiou, H.J.6    Chiou, S.Y.7
  • 21
    • 0025964567 scopus 로고
    • Back-propagation algorithm which varies the number of hidden units
    • Hirose Y, Yamashita K, Hijiva S. Back-propagation algorithm which varies the number of hidden units. Neural Networks 1991; 4: 61-66.
    • (1991) Neural Networks , vol.4 , pp. 61-66
    • Hirose, Y.1    Yamashita, K.2    Hijiva, S.3
  • 22
    • 0022471098 scopus 로고
    • Learning representation by back-propagation errors
    • Rumelhart DE, Hinton GE, Williams RJ. Learning representation by back-propagation errors. Nature 1986; 323: 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 24
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 1982; 143: 29-36.
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 25
    • 0034891025 scopus 로고    scopus 로고
    • Evaluation of breast lesions by power Doppler sonography
    • Milz P, Lienemann A, Kessler M, Reiser M. Evaluation of breast lesions by power Doppler sonography. Eur Radiol 2001; 11: 547-554.
    • (2001) Eur Radiol , vol.11 , pp. 547-554
    • Milz, P.1    Lienemann, A.2    Kessler, M.3    Reiser, M.4
  • 26
    • 0036828925 scopus 로고    scopus 로고
    • Correlation between color power Doppler sonographic measurement of breast tumor vasculature and immunohistochemical analysis of microvessel density for the quantitation of angiogenesis
    • Yang WT, Tse GM, Lam PK, Metreweli C, Chang J. Correlation between color power Doppler sonographic measurement of breast tumor vasculature and immunohistochemical analysis of microvessel density for the quantitation of angiogenesis. J Ultrasound Med 2002; 21: 1227-1235.
    • (2002) J Ultrasound Med , vol.21 , pp. 1227-1235
    • Yang, W.T.1    Tse, G.M.2    Lam, P.K.3    Metreweli, C.4    Chang, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.