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Volumn , Issue , 2010, Pages 640-644

Complex wavelet as nucleus descriptors for automated cancer cytology classifier system using ANN

Author keywords

Artificial neural network; Breast cancer; Color texture analysis; Complex wavelet transform; Microscopic FNAC image

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BREAST CANCER; COLOR TEXTURE ANALYSIS; COMPLEX WAVELET TRANSFORM; MICROSCOPIC FNAC IMAGE;

EID: 79951791788     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIC.2010.5705851     Document Type: Conference Paper
Times cited : (9)

References (47)
  • 1
    • 63749101977 scopus 로고    scopus 로고
    • IARC. Lyon, International Agency for Research on Cancer
    • IARC, World cancer report-2008. Lyon, International Agency for Research on Cancer, 2008.
    • (2008) World Cancer report-2008
  • 3
    • 48049120399 scopus 로고    scopus 로고
    • Cancer survival in five continents: A worldwide population-based study (CONCORD)
    • Coleman MP et al. Cancer survival in five continents: a worldwide population-based study (CONCORD). Lancet Oncol, 9, (7), pp. 30-56, 2008.
    • (2008) Lancet Oncol , vol.9 , Issue.7 , pp. 30-56
    • Coleman, M.P.1
  • 4
    • 56449102485 scopus 로고    scopus 로고
    • Guideline implementation for breast healthcare in low and middle-income countries: Early detection resource allocation
    • Yip CH et al., Guideline implementation for breast healthcare in low and middle-income countries: early detection resource allocation. Cancer, 113, pp. 2244-56, 2008.
    • (2008) Cancer , vol.113 , pp. 2244-56
    • Yip, C.H.1
  • 5
    • 0036285854 scopus 로고    scopus 로고
    • Ductal carcinoma in situ of the breast: A comparative analysis of histology, nuclear area, ploidy, and neovascularization provides differentiation between low- and high-grade tumors
    • DOI 10.1046/j.1524-4741.2002.08303.x
    • Ruiz, S. Almenar, M. Cerdá, J. Hidalgo, A. Puchades, and A. Llombart-Bosch, "Ductal carcinoma in situ of the breast: a comparative analysis of histology, nuclear area, ploidy, and neovascularization provides differentiation between low- and highgrade tumors," Breast J., vol. 8, no. 3, pp. 139-144, 2002. (Pubitemid 34627770)
    • (2002) Breast Journal , vol.8 , Issue.3 , pp. 139-144
    • Ruiz, A.1    Almenar, S.2    Cerda, M.3    Hidalgo, J.J.4    Puchades, A.5    Llombart-Bosch, A.6
  • 6
    • 0142135411 scopus 로고    scopus 로고
    • Ploidy and Nuclear Area as a Predictive Factor of Histologic Grade in Primary Breast Cancer
    • G. Klorin and R. Keren, "Ploidy and nuclear area as a predictive factor of histologic grade in primary breast cancer," Anal. Quant.Cytol. Histol., vol. 25, no. 5, pp. 277-280, 2003. (Pubitemid 37280758)
    • (2003) Analytical and Quantitative Cytology and Histology , vol.25 , Issue.5 , pp. 277-280
    • Klorin, G.1    Keren, R.2
  • 8
    • 0037108618 scopus 로고    scopus 로고
    • Image analysis and morphometry in the diagnosis of breast cancer
    • J. Gil, H. Wu, and B. Wang, "Image analysis and morphometry in the diagnosis of breast cancer," Microscopy Research and Technique, 2002.
    • (2002) Microscopy Research and Technique
    • Gil, J.1    Wu, H.2    Wang, B.3
  • 9
    • 0034111340 scopus 로고    scopus 로고
    • Classification of spatial textures in benign and cancerous glandular tissues by stereology and stochastic geometry using artificial neural networks
    • DOI 10.1046/j.1365-2818.2000.00689.x
    • T. Mattfeldt, H. Gottfried, V. Schmidt, and H. Kestler, "Classification of spatial textures in benign and cancerous glandular tissues by stereology and stochastic geometry using artificial neural networks," J. Microscopy, vol. 198, no. 2, pp. 143-158, 2000. (Pubitemid 30316814)
    • (2000) Journal of Microscopy , vol.198 , Issue.2 , pp. 143-158
    • Mattfeldt, T.1    Gottfried, H.-W.2    Schmidt, V.3    Kestler, H.A.4
  • 10
  • 11
    • 0000425261 scopus 로고    scopus 로고
    • Xcyt: A system for remote cytological diagnosis and prognosis of breast cancer
    • L. C. Jain (Ed.), World Scientific Publishing, Singapore
    • Street, W. N., "Xcyt: A system for remote cytological diagnosis and prognosis of breast cancer", In L. C. Jain (Ed.), Soft computing techniques in breast cancer prognosis and diagnosis, World Scientific Publishing, Singapore, pp. 297-322, 2000.
    • (2000) Soft Computing Techniques in Breast Cancer Prognosis and Diagnosis , pp. 297-322
    • Street, W.N.1
  • 12
    • 0036858715 scopus 로고    scopus 로고
    • Computer-generated nuclear features compared with axillary lymph node status and tumor size as indicators of breast cancer survival
    • DOI 10.1053/hupa.2002.129198
    • Wolberg, W. H. and Street, W. N., "Computer-generated nuclear features compared to axillary lymph node status and tumor size as indicators of breast cancer survival", Human Pathology, 33(11), pp.1086-1091. Nov. 2002. (Pubitemid 35416705)
    • (2002) Human Pathology , vol.33 , Issue.11 , pp. 1086-1091
    • Wolberg, W.H.1    Nick Street, W.2
  • 16
    • 0032713435 scopus 로고    scopus 로고
    • A comparison of computer-based nuclear analysis versus lymph node status for staging breast cancer
    • W. H. Wolberg, W. N. Street, and O. L. Mangasarian, "A comparison of computer-based nuclear analysis versus lymph node status for staging breast cancer", Clinical Cancer Research, 5, pp.3542-3548, 1999.
    • (1999) Clinical Cancer Research , vol.5 , pp. 3542-3548
    • Wolberg, W.H.1    Street, W.N.2    Mangasarian, O.L.3
  • 18
    • 37849040257 scopus 로고    scopus 로고
    • Prostate tissue texture feature extraction for cancer recognition in TRUS images using wavelet decomposition
    • J. Li, S.S. Mohamed, M.M.A. Salama, and G.H. Freeman, "Prostate Tissue Texture Feature Extraction for Cancer Recognition in TRUS Images Using Wavelet Decomposition", LNCS 4633, pp. 993-1004, 2007.
    • (2007) LNCS , vol.4633 , pp. 993-1004
    • Li, J.1    Mohamed, S.S.2    Salama, M.M.A.3    Freeman, G.H.4
  • 21
    • 21244448092 scopus 로고    scopus 로고
    • A steerable complex wavelet construction and its application to image denoising
    • DOI 10.1109/TIP.2005.849295
    • A.A. Bharath and J. Ng, "A steerable complex wavelet construction and its application to image denoising", IEEE Trans. on Image Processing, 14 (7), pp. 948-959, 2005. (Pubitemid 40889989)
    • (2005) IEEE Transactions on Image Processing , vol.14 , Issue.7 , pp. 948-959
    • Bharath, A.A.1    Ng, J.2
  • 23
    • 70349278726 scopus 로고    scopus 로고
    • Daubechies complex wavelet transform based technique for denoising of medical images
    • A. Khare and U.S. Tiwary, "Daubechies complex wavelet transform based technique for denoising of medical images", International Journal of Image and Graphics, 7 (4), pp. 663-687, 2007.
    • (2007) International Journal of Image and Graphics , vol.7 , Issue.4 , pp. 663-687
    • Khare, A.1    Tiwary, U.S.2
  • 24
    • 57249108206 scopus 로고    scopus 로고
    • Multiscale texture classification using dual-tree complex wavelet transform
    • Turgay Celik, Tardi Tjahjadi, "Multiscale texture classification using dual-tree complex wavelet transform", Pattern Recognition Letters, 30, pp.331-339, 2009.
    • (2009) Pattern Recognition Letters , vol.30 , pp. 331-339
    • Celik, T.1    Tjahjadi, T.2
  • 25
    • 0034440525 scopus 로고    scopus 로고
    • A dual-tree complex wavelet transform with improved orthogonality and symmetry properties
    • Vancouver
    • N.G. Kingsbury, "A dual-tree complex wavelet transform with improved orthogonality and symmetry properties", Proc.of the IEEE ICIP, Vancouver (2000), pp. 11-13.
    • (2000) Proc.Of the IEEE ICIP , pp. 11-13
    • Kingsbury, N.G.1
  • 26
    • 0032674230 scopus 로고    scopus 로고
    • Shift invariant properties of the dual-tree complex wavelet transform
    • Phoenix, AZ
    • N.G. Kingsbury, "Shift invariant properties of the dual-tree complex wavelet transform", Proc.of the IEEE ICASSP'99, Phoenix, AZ (1999).
    • (1999) Proc.Of the IEEE ICASSP'99
    • Kingsbury, N.G.1
  • 28
    • 72949102896 scopus 로고    scopus 로고
    • On the shiftability of dual-tree complex wavelet transforms
    • Chaudhury, K.N.; Unser, M. ,"On the Shiftability of Dual-Tree Complex Wavelet Transforms", IEEE Transactions on Signal Processing, 58(1), pp.221 - 232, 2010.
    • (2010) IEEE Transactions on Signal Processing , vol.58 , Issue.1 , pp. 221-232
    • Chaudhury, K.N.1    Unser, M.2
  • 30
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • R. M. Haralick, "Statistical and structural approaches to texture," Proc. IEEE, vol. 67, pp. 786-804, 1979.
    • (1979) Proc. IEEE , vol.67 , pp. 786-804
    • Haralick, R.M.1
  • 31
    • 0028193828 scopus 로고
    • Representing the color aspect of texture images
    • DOI 10.1016/0167-8655(94)90048-5
    • J. Scharcanski, J. H. Hovis, and H. C. Shen, "Representing the color aspects of texture images," Pattern Recog. Lett., vol. 15, pp. 191-197, 1994. (Pubitemid 24401564)
    • (1994) Pattern Recognition Letters , vol.15 , Issue.2 , pp. 191-197
    • Scharcanski, J.1    Hovis, J.K.2    Shen, H.C.3
  • 33
    • 0034247539 scopus 로고    scopus 로고
    • Fast color texture recognition using chromaticity moments
    • G. Paschos, "Fast color texture recognition using chromaticity moments," Pattern Recog. Lett., vol. 21, pp. 847-841, 2000.
    • (2000) Pattern Recog. Lett. , vol.21 , pp. 847-841
    • Paschos, G.1
  • 36
    • 0033728516 scopus 로고    scopus 로고
    • Color and texture fusion: Application to aerial image segmentation and GIS updating
    • M. P. Dubuisson-Jolly and A. Gupta, "Color and texture fusion: Application to aerial image segmentation and GIS updating," Image Vision Comput., vol. 18, pp. 823-832, 2000.
    • (2000) Image Vision Comput. , vol.18 , pp. 823-832
    • Dubuisson-Jolly, M.P.1    Gupta, A.2
  • 37
    • 0035425908 scopus 로고    scopus 로고
    • Experiments in color texture analysis
    • A. Drimbarean and P. F. Whelan, "Experiments in color texture analysis," Pattern Recognition Lett., vol. 22, pp. 1161-1167, 2001.
    • (2001) Pattern Recognition Lett. , vol.22 , pp. 1161-1167
    • Drimbarean, A.1    Whelan, P.F.2
  • 39
    • 0034310509 scopus 로고    scopus 로고
    • Regularized color clustering in medical image database
    • DOI 10.1109/42.896791
    • C. H. Li, "Regularized color clustering in medical image database," IEEE Trans. Med. Imag., vol. 19, pp. 1150-1155, 2000. (Pubitemid 32189044)
    • (2000) IEEE Transactions on Medical Imaging , vol.19 , Issue.11 , pp. 1150-1155
    • Li, C.H.1    Yuen, P.C.2
  • 40
    • 0035368851 scopus 로고    scopus 로고
    • Perceptually uniform color spaces for color texture analysis: An empirical evaluation
    • DOI 10.1109/83.923289, PII S1057714901044888
    • G. Paschos, "Perceptually uniform color spaces for color texture analysis: An empirical evaluation," IEEE Trans. Image Processing, vol. 10, pp. 932-937, 2001. (Pubitemid 32498467)
    • (2001) IEEE Transactions on Image Processing , vol.10 , Issue.6 , pp. 932-937
    • Paschos, G.1
  • 42
    • 0035163965 scopus 로고    scopus 로고
    • Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network architectures
    • S. A. Karkanis, D. K. Iakovidis, D. A. Karras, and D. E. Maroulis, "Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network architectures," Proc. IEEE ICIP, pp. 833-836, 2001. (Pubitemid 33057834)
    • (2001) IEEE International Conference on Image Processing , vol.2 , pp. 833-836
    • Karkanis, S.A.1    Iakovidis, D.K.2    Karras, D.A.3    Maroulis, D.E.4
  • 46
    • 0033362601 scopus 로고    scopus 로고
    • Evolving artificial neural networks
    • DOI 10.1109/5.784219
    • Xin Yao, "Evolving artificial neural networks", Proceedings of the IEEE, pp.1423 - 1447, 2002. (Pubitemid 30503424)
    • (1999) Proceedings of the IEEE , vol.87 , Issue.9 , pp. 1423-1447
    • Yao, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.