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Liczba wyników
2011 | nr 2 | 105-112
Tytuł artykułu

Fractal-based generator for microscopic cell and cell nucleus contour synthesis

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The cytoscreening of Pap smears is important for the prevention of cervical cancer. Image processing and pattern recognition algorithms can be applied to improvement of probably abnormal cells detection. The development such algorithms is necessary using real and synthetic images. The fractal based generator of the synthetic images is proposed in this paper.
Wydawca

Rocznik
Tom
Strony
105-112
Opis fizyczny
Bibliogr. 16 poz., rys.
Twórcy
autor
  • Gryfice Hospital Medicam, Department of Pathomorphology
Bibliografia
  • [1] Ballerini L., Franzen L. Fractal Analysis of Microscopic Images of Breast Tissue. WSEAS Trans. on Circuit, Vol.11, No.2 p.7, 2001
  • [2] Bauer W., Mackenzie C.D., Cancer Detection via Determination of Fractal Cell Dimension. http://cdsweb.cern.ch/record/376287, 1999
  • [3] Bedin V., Adam R.L., de Sa B., Landman G., Metze K. Fractal dimension of chromatin is an independent prognostic factor for survival in melanoma. BMC Cancer, 10:260, 2010, http://www.biomedcentral.com/1471-2407/10/260
  • [4] Foley J.D., van Dam A., Feiner S.K., Hughes J.F., Philips R.L. Introduction to Computer Graphics. Addison Wesley, 1994
  • [5] Fournier A., Fusslea D., Carpenter L. Computer rendering of stochastic models. Commun. ACM, 25: pp. 371-384, 1982
  • [6] Gomez S. Synthetic 3D Pap Smear Nucleus Generation. MA Thesis, Uppsala University, 2010, http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-129471
  • [7] Goutzanis L., Papadogeorgakis N., Pavlopoulos P.M., Katti K., Petsinis V., Plochoras I., Pantelidaki C., Kavantzas N., Patsouris E., Alexandridis C. Nuclear fractal dimension as a prognostic factor in oral squamous cell carcinoma. Oral Oncology 44, pp. 345-353, 2008
  • [8] IARC, Cytopathology of the uterine cervix - digital atlas. International Agency for Research on Cancer, http://screening.iarc.fr/atlascyto.php
  • [9] Kaye B.H. A Random Walk Through Fractal Dimensions. VCH, 1994
  • [10] Lezoray M.O. Segmentation d’images couleur par morphologie mathematique et classification de donnees par reseaux de neurones: application a la classification de cellules en cytologie des sereuses. PhD Thesis. Universite de Caen/Basse-Normandie, 1992
  • [11] McKenna S.J. Automated analysis of Papanicolaou smears. PhD Thesis. University of Dundee, 1994
  • [12] Peitgen H.O., Jürgens H., Saupe D. Fractal for the Classroms, Part1: Introduction to Fractals and Chaos. Springer-Verlag, 1992
  • [13] Sedivy R., Windischberger Ch., Svozil K., Moser E., Breitenecker G. Fractal Analysis: An Objective Method for Identifying Atypical Nuclei in Dysplastic Lesions of the Cervix Uteri. Gynecologic Oncology 75, pp. 78–83, 1999, gyno.1999.5516
  • [14] Seuront L., Fractals and Multifractals in Ecology and Acquatic Science. CRC Press, 2010
  • [15] Walker R.F., Jackway P., Lovell B. Cervical Cell Classification via Co-occurrence and Markov Random Field Features. Proc. of Digital Image Computing: Techniques and Applications, 6-8th Dec 1995, pp. 294-299, 1995
  • [16] Flood fill. [online] http://en.wikipedia.org/wiki/Flood_fill [access: 2010]
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.baztech-article-BPS3-0022-0052
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