Database supported fine needle biopsy material diagnosis routine

Abstract

This paper describes cytological image segmentation and diagnosis method. The analysis includes an expert database supported Hough transform for irregular structures, image pre-processing and pre-segmentation, nuclei features extraction and final diagnosis stage. One can also find here experimental results collected on a hand-prepared benchmark database that show the quality of the proposed method for typical and non-typical cases.