PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Gurevich I. B., Kharazishvili D., Murashov D., Salvetti O., Trykova A., Vlasova V., Vorobjev I. Technology for automated morphologic analysis of cytological slides. Methods and results. In: International Conference on Pattern Recognition, ICPR 2006 (Hong Kong, 20-24 August 2006). Proceedings, pp. 711 - 714. IEEE, 2006.
 
 
Abstract
(English)
The information technology for automated mor-phologic analysis of the cytological slides, taken from patients with the lymphatic system tumors, was devel-oped. The main components of the technology are: acquisition of cytological slides, method for segmenta-tion of nuclei in the cytological slides, synthesis of the feature based nuclei description for subsequent classi-fication, nuclei image analysis based on pattern rec-ognition and scale-space techniques. The experiments confirmed efficiency of the developed technology. The discussion of the obtained results is given. The devel-oped technology is implemented in the software system.
URL: http://ieeexplore.ieee.org/iel5/11159/35820/01699940.pdf
Subject Automated morphologic analysis
Nuclei image analysis
Cytological image segmentation
I.4 Image Processing and Computer Vision


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