메뉴 건너뛰기




Volumn 9, Issue 3, 2010, Pages 187-206

Fuzzy-based analysis of microscopic color cervical pap smear images: Nuclei detection

Author keywords

cell contour; color image analysis; computer vision; fuzzy characterization; Pap Smear screening

Indexed keywords

AUTOMATED SYSTEMS; CELL CONTOURS; CELL FEATURES; CERVICAL CANCERS; COLOR IMAGE ANALYSIS; COLOR INFORMATION; DETECTION ALGORITHM; FALSE NEGATIVES; FUZZY CHARACTERIZATIONS; HUMAN ERRORS; LARGE PARTS; MALIGNANT CELLS; MALIGNANT LESION; MISCLASSIFICATIONS; MORTALITY RATE; PAP SMEAR; PRECURSOR LESIONS; SCREENING PROCESS; SIGNIFICANT IMPACTS;

EID: 77956017661     PISSN: 14690268     EISSN: None     Source Type: Journal    
DOI: 10.1142/S1469026810002860     Document Type: Conference Paper
Times cited : (14)

References (35)
  • 1
    • 14944385553 scopus 로고    scopus 로고
    • Global cancer statistics 2002, CA Cancer
    • D. M. Parkin, F. Bray, J. Ferlay and P. Pisani, Global cancer statistics, 2002, CA Cancer J. Clin. 55(2) (2005) 74-108.
    • (2005) J. Clin. , vol.55 , Issue.2 , pp. 74-108
    • Parkin, D.M.1    Bray, F.2    Ferlay, J.3    Pisani, P.4
  • 2
    • 0035942745 scopus 로고    scopus 로고
    • Clinical practice. Current approaches to cervical-cancer screening
    • G. F. Sawaya, A. D. Brown, A. E. Washington and A. M. Garber, Clinical practice. Current approaches to cervical-cancer screening, N. Engi. J. Med. 344 (2001) 1603-1607.
    • (2001) N. Engi. J. Med. , vol.344 , pp. 1603-1607
    • Sawaya, G.F.1    Brown, A.D.2    Washington, A.E.3    Garber, A.M.4
  • 3
    • 0041843957 scopus 로고    scopus 로고
    • Benefit of cervical screening at different ages: Evidence from the UK audit of screening histories
    • P. Sasieni, J. Adams and J. Cuzick, Benefit of cervical screening at different ages: Evidence from the UK audit of screening histories, Br. J. Cancer 89 (2003) 88-93.
    • (2003) Br. J. Cancer , vol.89 , pp. 88-93
    • Sasieni, P.1    Adams, J.2    Cuzick, J.3
  • 5
    • 0027533236 scopus 로고
    • Cervical (Pap) smear
    • L. G. Koss, Cervical (Pap) smear, Cancer (Suppl ) 71 (1993) 1406-1412.
    • (1993) Cancer , vol.71 , Issue.SUPPL. , pp. 1406-1412
    • Koss, L.G.1
  • 6
    • 0035925776 scopus 로고    scopus 로고
    • Implications of low diagnostic reproductibility of cervical and histologic diagnosis
    • S. M. Selvaggi, Implications of low diagnostic reproductibility of cervical and histologic diagnosis, JAMA 285 (2001) 1506-1507.
    • (2001) JAMA , vol.285 , pp. 1506-1507
    • Selvaggi, S.M.1
  • 7
    • 0037344367 scopus 로고    scopus 로고
    • Experience with a thin-layer liquid-based cervical cytologic screening method
    • D. Malle, P. Pateinakis, E. Chakka and C. Destonni, Experience with a thin-layer, liquid-based cervical cytologic screening method, Acta Cytology 47 (2003) 129-134.
    • (2003) Acta Cytology , vol.47 , pp. 129-134
    • Malle, D.1    Pateinakis, P.2    Chakka, E.3    Destonni, C.4
  • 8
    • 0035925786 scopus 로고    scopus 로고
    • Atypical squamous cells of undetermined significancelow- grade squamous intraepithelial lesion triage study (ALTS) group. Interobserver reproducibility of cervical cytology and histologic interpretations. Realistic estimates from the USCUS-LSIL Triage Study
    • M. H. Stoler and M. Schiffman, Atypical squamous cells of undetermined significancelow- grade squamous intraepithelial lesion triage study (ALTS) group. Interobserver reproducibility of cervical cytology and histologic interpretations. Realistic estimates from the USCUS-LSIL Triage Study, JAMA 285 (2001) 1500-1505.
    • (2001) JAMA , vol.285 , pp. 1500-1505
    • Stoler, M.H.1    Schiffman, M.2
  • 9
    • 0033855555 scopus 로고    scopus 로고
    • Molecular Papanicolau tests in the twenty-first century: Molecular analyses with fluid-based Papanicolau technology
    • W. M. Lin et al., Molecular Papanicolau tests in the twenty-first century: Molecular analyses with fluid-based Papanicolau technology, Am. J. Obstet. Gynecol. 183 (2000) 39-45.
    • (2000) Am. J. Obstet. Gynecol. , vol.183 , pp. 39-45
    • Lin, W.M.1
  • 10
    • 18144365869 scopus 로고    scopus 로고
    • Cervical screening programmes: Can automation help? Evidence from systematic reviews, an economic analysis and a simulation modelling exercise applied to the UK
    • B. H. Willis, P. Barton, P. Pearmain, S. Bryan and C. Hyde, Cervical screening programmes: Can automation help? Evidence from systematic reviews, an economic analysis and a simulation modelling exercise applied to the UK, Health Technol. Assess. 9(13) (2005) 1-207.
    • (2005) Health Technol. Assess. , vol.9 , Issue.13 , pp. 1-207
    • Willis, B.H.1    Barton, P.2    Pearmain, P.3    Bryan, S.4    Hyde, C.5
  • 11
    • 0035546355 scopus 로고    scopus 로고
    • Color image segmentation: Advances and prospects
    • H. D. Cheng, X. H. Jiang, Y. Sun and J. L. Wang, Color image segmentation: Advances and prospects, Patt. Recogn. 34(12) (2001) 2259-2281.
    • (2001) Patt. Recogn. , vol.34 , Issue.12 , pp. 2259-2281
    • Cheng, H.D.1    Jiang, X.H.2    Sun, Y.3    Wang, J.L.4
  • 12
    • 33645114839 scopus 로고    scopus 로고
    • Supervised automatic histogram clustering and watershed segmentation application to microscopic medical color images Image Anal
    • O. Lezoray, Supervised automatic histogram clustering and watershed segmentation application to microscopic medical color images, Image Anal. Stereol. 22 (2003) 113-120.
    • (2003) Stereol. , vol.22 , pp. 113-120
    • Lezoray, O.1
  • 13
    • 33750392430 scopus 로고    scopus 로고
    • Fast segmentation of cervical cells by using spectral imaging analysis techniques
    • Springer-Verlag
    • L. Zeng and Q. Wu, Fast segmentation of cervical cells by using spectral imaging analysis techniques, Lect. Notes Comput. Sci., Vol.4222 (Springer-Verlag, 2006), pp. 734-741.
    • (2006) Lect. Notes Comput. Sci. , vol.4222 , pp. 734-741
    • Zeng, L.1    Wu, Q.2
  • 14
    • 71249141168 scopus 로고    scopus 로고
    • Improvement of contrast enhancement technique for cervical cell of Pap smear images by reducing the effect of unwanted background information
    • Kuala Lumpur
    • N. Isa, N. Mustafa, K. Z. Zamli and M. Y. Mashor, Improvement of contrast enhancement technique for cervical cell of Pap smear images by reducing the effect of unwanted background information, Proc. Int. Conf. Computing & Informatics, ICOCI '06 (2006), Kuala Lumpur.
    • (2006) Proc. Int. Conf. Computing & Informatics, ICOCI '06
    • Isa, N.1    Mustafa, N.2    Zamli, K.Z.3    Mashor, M.Y.4
  • 16
    • 0034844376 scopus 로고    scopus 로고
    • Automated classification of Pap Smear tests using neural networks
    • L. Zhong and K. Najarian, Automated classification of Pap Smear tests using neural networks, Proc. IJCNN '01, Vol.4 (2001), pp. 2899-2901.
    • (2001) Proc. IJCNN '01 , vol.4 , pp. 2899-2901
    • Zhong, L.1    Najarian, K.2
  • 17
    • 34250721549 scopus 로고    scopus 로고
    • Segmentation of cancer cells in microscopic images using neural network and mathematical morphology
    • Bexco, Busan, Korea
    • P. Phukpattaranont and P. Boonyaphiphat, Segmentation of cancer cells in microscopic images using neural network and mathematical morphology, Proc. SICEICASE Int. Joint Conf. (Bexco, Busan, Korea, 2006), pp. 18-21.
    • (2006) Proc. SICEICASE Int. Joint Conf , pp. 18-21
    • Phukpattaranont, P.1    Boonyaphiphat, P.2
  • 18
    • 0035948177 scopus 로고    scopus 로고
    • Cervical screening by neural networks
    • W. J. Frable, Cervical screening by neural networks, Cancer Cytopathol. 93(3) (2001) 171-172.
    • (2001) Cancer Cytopathol. , vol.93 , Issue.3 , pp. 171-172
    • Frable, W.J.1
  • 19
    • 37649021330 scopus 로고    scopus 로고
    • An automated cervical pre-cancerous diagnostic system
    • N. Mat-Isa, M. Mashorb and N. Othman, An automated cervical pre-cancerous diagnostic system, Artif. Intell. Med. 42(1) (2008) 1-11.
    • (2008) Artif. Intell. Med. , vol.42 , Issue.1 , pp. 1-11
    • Mat-Isa, N.1    Mashorb, M.2    Othman, N.3
  • 21
    • 33751291421 scopus 로고    scopus 로고
    • Method for segmentation of low contrast cytological images based on the active contour model
    • D. Murashov, Method for segmentation of low contrast cytological images based on the active contour model, Proc. ACIT - Signal and Image Processing, Vol.450 (2005).
    • (2005) Proc. ACIT - Signal and Image Processing , vol.450
    • Murashov, D.1
  • 23
    • 77956047766 scopus 로고    scopus 로고
    • An approach to a fuzzy-based automatic pap screening system - FAPSS addressed to cytology cells detection
    • Chicago, ILL, USA
    • P. Sobrevilla, E. Lerma and E. Montseny, An approach to a fuzzy-based automatic pap screening system - FAPSS addressed to cytology cells detection, Proc. 22nd NAFIPS Int. Conf. (Chicago, ILL, USA, 2003), pp. 138-142.
    • (2003) Proc. 22nd NAFIPS Int. Conf. , pp. 138-142
    • Sobrevilla, P.1    Lerma, E.2    Montseny, E.3
  • 24
    • 35649007253 scopus 로고    scopus 로고
    • A fuzzy-based automated cells detection system for color Pap smear tests - FACSDS
    • eds. H. Bustince et al. Springer, Berlin/Heidelberg
    • P. Sobrevilla, E. Montseny and E. Lerma, A fuzzy-based automated cells detection system for color Pap smear tests - FACSDS -, in Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, eds. H. Bustince et al. (Springer, Berlin/Heidelberg, 2008), pp. 657-674.
    • (2008) Fuzzy Sets and Their Extensions: Representation, Aggregation and Models , pp. 657-674
    • Sobrevilla, P.1    Montseny, E.2    Lerma, E.3
  • 26
    • 0037165740 scopus 로고    scopus 로고
    • Bethesda system. Terminology for reporting results of cervical cytology
    • D. Solomo, D. Davey, R. Kurman, A. Moriarty, D. O'Connor, M. Drey et al., 2001 Bethesda system. Terminology for reporting results of cervical cytology, JAMA 287 (2001) 2114-2119.
    • (2001) JAMA , vol.287 , Issue.2001 , pp. 2114-2119
    • Solomo, D.1    Davey, D.2    Kurman, R.3    Moriarty, A.4    O'Connor, D.5    Drey, M.6
  • 28
    • 11144298143 scopus 로고    scopus 로고
    • An approach to a fuzzy color detection method, robust with regard to variable illuminant level conditions
    • S. Romani, E. Montseny and P. Sobrevilla, An approach to a fuzzy color detection method, robust with regard to variable illuminant level conditions, Proc. NAFIPS 2002 Conf. (2002), pp. 69-74.
    • (2002) Proc. NAFIPS 2002 Conf. , pp. 69-74
    • Romani, S.1    Montseny, E.2    Sobrevilla, P.3
  • 29
    • 0034442215 scopus 로고    scopus 로고
    • Comparison of color image edge detectors in multiple color spaces
    • S. Wesolkowski, M. Jernigan and R. Dony, Comparison of color image edge detectors in multiple color spaces, Proc. 2000 Int. Conf. on Image Processing, Vol.2 (2000), pp. 796-799.
    • (2000) Proc. Int. Conf. on Image Processing , vol.2 , Issue.2000 , pp. 796-799
    • Wesolkowski, S.1    Jernigan, M.2    Dony, R.3
  • 30
    • 4544346229 scopus 로고
    • Color perception
    • A. R. Robertson, Color perception, Phys. Today (1992), pp. 24-29.
    • (1992) Phys. Today , pp. 24-29
    • Robertson, A.R.1
  • 31
    • 35348851984 scopus 로고    scopus 로고
    • Automatic color image segmentation based on anisotropic diffusion and the application in cancer cell segmentation
    • L. Na and L. J. Xin, Automatic color image segmentation based on anisotropic diffusion and the application in cancer cell segmentation, Proc. 1st Int. Conf. on Bioinformatics and Biomedical Engineering (2007), pp. 992-994.
    • (2007) Proc. 1st Int. Conf. on Bioinformatics and Biomedical Engineering , pp. 992-994
    • Na, L.1    Xin, L.J.2
  • 32
  • 34
    • 77956026851 scopus 로고    scopus 로고
    • Pap Smear diagnosis using a hybrid intelligent scheme focusing on genetic algorithm based feature selection
    • Y. Marinakis and G. Dounias, Pap Smear diagnosis using a hybrid intelligent scheme focusing on Genetic Algorithm based feature selection, Proc. Nature Inspired Smart Information Systems NiSIS (2006).
    • (2006) Proc. Nature Inspired Smart Information Systems NiSIS
    • Marinakis, Y.1    Dounias, G.2
  • 35
    • 4243832784 scopus 로고    scopus 로고
    • Application of fuzzy techniques to the design of algorithms in computer vision
    • E. Montseny and P. Sobrevilla, Application of fuzzy techniques to the design of algorithms in computer vision, Math. Soft Comput. 2(3) (1998) 223-230.
    • (1998) Math. Soft Comput. , vol.2 , Issue.3 , pp. 223-230
    • Montseny, E.1    Sobrevilla, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.