메뉴 건너뛰기




Volumn 48, Issue 22, 2003, Pages 3735-3753

Wavelet-packet-based texture analysis for differentiation between benign and malignant liver tumours in ultrasound images

Author keywords

[No Author keywords available]

Indexed keywords

NEURAL NETWORKS; TEXTURES; ULTRASONICS;

EID: 0344466493     PISSN: 00319155     EISSN: None     Source Type: Journal    
DOI: 10.1088/0031-9155/48/22/008     Document Type: Article
Times cited : (126)

References (48)
  • 1
    • 0026578838 scopus 로고
    • Computer-aided detection of diffuse liver disease in ultrasound images
    • Abe C, Kahn C E J, Doi K and Katsuragawa S 1992 Computer-aided detection of diffuse liver disease in ultrasound images Invest. Radiol. 27 71-7
    • (1992) Invest. Radiol. , vol.27 , pp. 71-77
    • Abe, C.1    Kahn, C.E.J.2    Doi, K.3    Katsuragawa, S.4
  • 2
    • 0032891126 scopus 로고    scopus 로고
    • Artificial neural networks in chest radiography: Application to the differential diagnosis of interstitial lung disease
    • Ashizawa K, Ishida T, MacMahon H, Vyborny C J, Katsuragawa S and Doi K 1999a Artificial neural networks in chest radiography: application to the differential diagnosis of interstitial lung disease Acad. Radiol. 6 2-9
    • (1999) Acad. Radiol. , vol.6 , pp. 2-9
    • Ashizawa, K.1    Ishida, T.2    MacMahon, H.3    Vyborny, C.J.4    Katsuragawa, S.5    Doi, K.6
  • 3
    • 0032726907 scopus 로고    scopus 로고
    • Effect of an artificial neural network on radiologists' performance in the differential diagnosis of interstitial lung disease using chest radiographs
    • Ashizawa K, MacMahon H, Ishida T, Nakamura K, Vyborny C J, Katsuragawa S and Doi K 1999b Effect of an artificial neural network on radiologists' performance in the differential diagnosis of interstitial lung disease using chest radiographs Am. J. Roentgenol. 172 1311-5
    • (1999) Am. J. Roentgenol. , vol.172 , pp. 1311-1315
    • Ashizawa, K.1    MacMahon, H.2    Ishida, T.3    Nakamura, K.4    Vyborny, C.J.5    Katsuragawa, S.6    Doi, K.7
  • 4
    • 0019420665 scopus 로고
    • Acoustic properties of normal and cancerous human liver-I. Dependence on pathological condition
    • Bamber J C and Hill C R 1981 Acoustic properties of normal and cancerous human liver-I. Dependence on pathological condition Ultrasound Med. Biol. 7 121-33
    • (1981) Ultrasound Med. Biol. , vol.7 , pp. 121-133
    • Bamber, J.C.1    Hill, C.R.2
  • 5
    • 0028559733 scopus 로고
    • Lesion detection in simulated elastographic and echographic images: A psychophysical study
    • Belaid N, Cespedes I, Thijssen J M and Ophir J 1994 Lesion detection in simulated elastographic and echographic images: a psychophysical study Ultrasound Med. Biol. 20 877-91
    • (1994) Ultrasound Med. Biol. , vol.20 , pp. 877-891
    • Belaid, N.1    Cespedes, I.2    Thijssen, J.M.3    Ophir, J.4
  • 7
    • 0027677864 scopus 로고
    • Texture analysis and classification with tree-structured wavelet transform
    • Chang T and Kuo C-C J 1993 Texture analysis and classification with tree-structured wavelet transform IEEE Trans. Image Process. 2 429-41
    • (1993) IEEE Trans. Image Process. , vol.2 , pp. 429-441
    • Chang, T.1    Kuo, C.-C.J.2
  • 10
    • 0003833285 scopus 로고
    • (Philadelphia, PA: Society for Industrial and Applied Mathematics)
    • Daubechies I 1992 Ten Lectures on Wavelets (Philadelphia, PA: Society for Industrial and Applied Mathematics)
    • (1992) Ten Lectures on Wavelets
    • Daubechies, I.1
  • 14
    • 0024501867 scopus 로고
    • Quantitative ultrasonic detection and classification of diffuse liver disease. Comparison with human observer performance
    • Garra B S, Insana M F, Shawker T H, Wagner R F, Bradford M and Russell M 1989 Quantitative ultrasonic detection and classification of diffuse liver disease. Comparison with human observer performance Invest. Radiol. 24 196-203
    • (1989) Invest. Radiol. , vol.24 , pp. 196-203
    • Garra, B.S.1    Insana, M.F.2    Shawker, T.H.3    Wagner, R.F.4    Bradford, M.5    Russell, M.6
  • 16
    • 0029760044 scopus 로고    scopus 로고
    • Precision and accuracy of acoustospectrographic parameters Ultrasound
    • Huisman H J and Thijssen J M 1996 Precision and accuracy of acoustospectrographic parameters Ultrasound Med. Biol. 22 855-71
    • (1996) Med. Biol. , vol.22 , pp. 855-871
    • Huisman, H.J.1    Thijssen, J.M.2
  • 19
    • 0031875382 scopus 로고    scopus 로고
    • Automated computerized classification of malignant and benign masses on digitized mammograms
    • Huo Z, Giger M L, Vyborny C J, Wolverton D E, Schmidt R A and Doi K 1998 Automated computerized classification of malignant and benign masses on digitized mammograms Acad. Radiol. 5 155-68
    • (1998) Acad. Radiol. , vol.5 , pp. 155-168
    • Huo, Z.1    Giger, M.L.2    Vyborny, C.J.3    Wolverton, D.E.4    Schmidt, R.A.5    Doi, K.6
  • 23
    • 0025070189 scopus 로고
    • Image feature analysis and computer-aided diagnosis in digital radiography: Effect of digital parameters on the accuracy of computerized analysis of interstitial disease in digital chest radiographs
    • Katsuragawa S, Doi K, Nakamori N and MacMahon H 1990 Image feature analysis and computer-aided diagnosis in digital radiography: effect of digital parameters on the accuracy of computerized analysis of interstitial disease in digital chest radiographs Med. Phys. 17 72-8
    • (1990) Med. Phys. , vol.17 , pp. 72-78
    • Katsuragawa, S.1    Doi, K.2    Nakamori, N.3    MacMahon, H.4
  • 25
    • 0022470978 scopus 로고
    • ROC methodology in radiologic imaging
    • Metz C E 1986 ROC methodology in radiologic imaging Invest. Radiol. 21 720-33
    • (1986) Invest. Radiol. , vol.21 , pp. 720-733
    • Metz, C.E.1
  • 26
    • 0024511244 scopus 로고
    • Some practical issues of experimental design and data analysis in radiological ROC studies
    • Metz C E 1989 Some practical issues of experimental design and data analysis in radiological ROC studies Invest. Radiol. 24 234-45
    • (1989) Invest. Radiol. , vol.24 , pp. 234-245
    • Metz, C.E.1
  • 27
    • 0032525017 scopus 로고    scopus 로고
    • Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data
    • Metz C E, Herman B A and Shen J H 1998 Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data Stat. Med. 17 1033-53
    • (1998) Stat. Med. , vol.17 , pp. 1033-1053
    • Metz, C.E.1    Herman, B.A.2    Shen, J.H.3
  • 28
    • 0034009298 scopus 로고    scopus 로고
    • Computerized analysis of the likelihood of malignancy in solitary pulmonary nodules by use of artificial neural networks
    • Nakamura K, Yoshida H, Engelmann R, MacMahon H, Katsuragawa S, Ishida T, Ashizawa K and Doi K 2000 Computerized analysis of the likelihood of malignancy in solitary pulmonary nodules by use of artificial neural networks Radiology 214 823-30
    • (2000) Radiology , vol.214 , pp. 823-830
    • Nakamura, K.1    Yoshida, H.2    Engelmann, R.3    MacMahon, H.4    Katsuragawa, S.5    Ishida, T.6    Ashizawa, K.7    Doi, K.8
  • 29
    • 0027402812 scopus 로고
    • Flow characteristics of hepatic tumors at color Doppler sonography: Correlation with arteriographic findings
    • Numata K, Tanaka K, Mitsui K, Morimoto M, Inoue S and Yonezawa H 1993 Flow characteristics of hepatic tumors at color Doppler sonography: correlation with arteriographic findings Am. J. Roentgenol. 160 515-21
    • (1993) Am. J. Roentgenol. , vol.160 , pp. 515-521
    • Numata, K.1    Tanaka, K.2    Mitsui, K.3    Morimoto, M.4    Inoue, S.5    Yonezawa, H.6
  • 31
    • 0025866714 scopus 로고
    • Ultrasound attenuation and texture analysis of diffuse liver disease: Methods and preliminary results
    • Oosterveld B J, Thijssen J M, Hartman P C, Romijn R L and Rosenbusch G J 1991 Ultrasound attenuation and texture analysis of diffuse liver disease: methods and preliminary results Phys. Med. Biol. 36 1039-64
    • (1991) Phys. Med. Biol. , vol.36 , pp. 1039-1064
    • Oosterveld, B.J.1    Thijssen, J.M.2    Hartman, P.C.3    Romijn, R.L.4    Rosenbusch, G.J.5
  • 32
    • 0022358204 scopus 로고
    • Diagnostic accuracy of computerized B-scan texture analysis and conventional ultrasonography in diffuse parenchymal and malignant liver disease
    • Raeth U, Schlaps D, Limberg B, Zuna I, Lorenz A, van Kaick G, Lorenz W J and Kommerell B 1985 Diagnostic accuracy of computerized B-scan texture analysis and conventional ultrasonography in diffuse parenchymal and malignant liver disease J. Clin. Ultrasound 13 87-99
    • (1985) J. Clin. Ultrasound , vol.13 , pp. 87-99
    • Raeth, U.1    Schlaps, D.2    Limberg, B.3    Zuna, I.4    Lorenz, A.5    van Kaick, G.6    Lorenz, W.J.7    Kommerell, B.8
  • 33
    • 0028966829 scopus 로고
    • Characterization of focal hepatic lesions with duplex sonography: Findings in 198 patients
    • Reinhold C, Hammers L and Taylor C 1995 Characterization of focal hepatic lesions with duplex sonography: findings in 198 patients Am. J. Roentgenol. 164 1131-5
    • (1995) Am. J. Roentgenol. , vol.164 , pp. 1131-1135
    • Reinhold, C.1    Hammers, L.2    Taylor, C.3
  • 34
    • 0010656997 scopus 로고
    • Fokale Leberveranderung
    • eds G Rettenmaier and K Seitz (Weinheim: VCH Publishers)
    • Rettenmaier G 1990 Fokale Leberveranderung eds G Rettenmaier and K Seitz Sonographische Differentialdiagnostik (Weinheim: VCH Publishers) pp 79-162
    • (1990) Sonographische Differentialdiagnostik , pp. 79-162
    • Rettenmaier, G.1
  • 35
    • 0007896912 scopus 로고
    • Malignant liver tumors
    • ed R M Gore, M S Levine and I Laufer (Philadelphia, PA: Saunders)
    • Ros P R 1994 Malignant liver tumors Textbook of Gastrointestinal Radiology vol 2 ed R M Gore, M S Levine and I Laufer (Philadelphia, PA: Saunders) pp 1897-946
    • (1994) Textbook of Gastrointestinal Radiology , vol.2 , pp. 1897-1946
    • Ros, P.R.1
  • 36
    • 0017691437 scopus 로고
    • Gray scale echographic patterns of hepatic metastatic disease
    • Scheible W, Gossink B B and Leopold G 1977 Gray scale echographic patterns of hepatic metastatic disease Am. J. Roentgenol. 129 983-7
    • (1977) Am. J. Roentgenol. , vol.129 , pp. 983-987
    • Scheible, W.1    Gossink, B.B.2    Leopold, G.3
  • 37
    • 0030443396 scopus 로고    scopus 로고
    • Application of artificial neural networks for the classification of liver lesions by image texture parameters
    • Sujana H, Swarnamani S and Suresh S 1996 Application of artificial neural networks for the classification of liver lesions by image texture parameters Ultrasound Med. Biol. 22 1177-81
    • (1996) Ultrasound Med. Biol. , vol.22 , pp. 1177-1181
    • Sujana, H.1    Swarnamani, S.2    Suresh, S.3
  • 39
    • 0021686668 scopus 로고
    • Ultrasonic characterisation: Prospects of tumour diagnosis
    • Thijssen J M 1984 Ultrasonic characterisation: prospects of tumour diagnosis Eur. J. Radiol. 4 312-7
    • (1984) Eur. J. Radiol. , vol.4 , pp. 312-317
    • Thijssen, J.M.1
  • 40
    • 0029409269 scopus 로고
    • Texture classification and segmentation using wavelet frames
    • Unser M 1995 Texture classification and segmentation using wavelet frames IEEE Trans. Image Process. 4 1549-60
    • (1995) IEEE Trans. Image Process. , vol.4 , pp. 1549-1560
    • Unser, M.1
  • 41
    • 0024700849 scopus 로고
    • Multiresolution feature extraction and selection for texture segmentation
    • Unser M and Eden M 1989 Multiresolution feature extraction and selection for texture segmentation IEEE Trans. Pattern Anal. Mach. Intel. 11 717-28
    • (1989) IEEE Trans. Pattern Anal. Mach. Intel. , vol.11 , pp. 717-728
    • Unser, M.1    Eden, M.2
  • 43
    • 0031299632 scopus 로고    scopus 로고
    • Solitary hepatic lesions with a hypoechoic rim: Value of color Doppler sonography
    • von Herbay A, Frieling T, Niederau C and Haussinger D 1997 Solitary hepatic lesions with a hypoechoic rim: value of color Doppler sonography Am. J. Roentgenol. 169 1539-41
    • (1997) Am. J. Roentgenol. , vol.169 , pp. 1539-1541
    • von Herbay, A.1    Frieling, T.2    Niederau, C.3    Haussinger, D.4
  • 44
    • 0033009092 scopus 로고    scopus 로고
    • Artificial neural network analysis of common femoral artery Doppler shift signals: Classification of proximal disease
    • Wright I A and Gough N A 1999 Artificial neural network analysis of common femoral artery Doppler shift signals: classification of proximal disease Ultrasound Med. Biol. 25 735-43
    • (1999) Ultrasound Med. Biol. , vol.25 , pp. 735-743
    • Wright, I.A.1    Gough, N.A.2
  • 45
    • 0026873908 scopus 로고
    • Texture features for classification of ultrasonic liver images
    • Wu C M, Chen Y C and Hsieh K S 1992 Texture features for classification of ultrasonic liver images IEEE Trans. Med. Imaging 11 141-52
    • (1992) IEEE Trans. Med. Imaging , vol.11 , pp. 141-152
    • Wu, C.M.1    Chen, Y.C.2    Hsieh, K.S.3
  • 46
    • 0028537379 scopus 로고
    • Reduction of false positives in computerized detection of lung nodules in chest radiographs using artificial neural networks, discriminant analysis, and a rule-based scheme
    • Wu Y C, Doi K, Giger M L, Metz C E and Zhang W 1994 Reduction of false positives in computerized detection of lung nodules in chest radiographs using artificial neural networks, discriminant analysis, and a rule-based scheme J Digit Imaging 7 196-207
    • (1994) J. Digit. Imaging , vol.7 , pp. 196-207
    • Wu, Y.C.1    Doi, K.2    Giger, M.L.3    Metz, C.E.4    Zhang, W.5
  • 47
    • 85081432485 scopus 로고    scopus 로고
    • Computer-aided diagnosis in sonography of focal liver disease: Classification based on echo texture analysis
    • Yoshida H, Keserci B and Casalino D D 1998 Computer-aided diagnosis in sonography of focal liver disease: classification based on echo texture analysis Radiology 209(P) 387
    • (1998) Radiology , vol.209 , Issue.P , pp. 387
    • Yoshida, H.1    Keserci, B.2    Casalino, D.D.3
  • 48
    • 0031802950 scopus 로고    scopus 로고
    • Optimally weighted wavelet transform based on supervised training for detection of microcalcifications in digital mammograms
    • Zhang W, Yoshida H, Nishikawa R M and Doi K 1998 Optimally weighted wavelet transform based on supervised training for detection of microcalcifications in digital mammograms Med. Phys. 25 949-56
    • (1998) Med. Phys. , vol.25 , pp. 949-956
    • Zhang, W.1    Yoshida, H.2    Nishikawa, R.M.3    Doi, K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.