Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer

نویسندگان

  • Andrzej Marciniak
  • Andrzej Obuchowicz
  • Roman Monczak
  • Mariusz Kolodzinski
چکیده

A computer system has been developed for evaluating the morphometrical feature extraction. The features are derived directly from a digital scan of breast fine needle biopsy slides. First the background elimination by thresholding hue component is applied, then the actual segmentation is done with region growing technique. The quality of feature space is measured with classifier based on nonparametric density estimation. The automatic system of malignancy classification was applied on a set of medical images with promising results.

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تاریخ انتشار 2005