Technology for automated morphologic analysis of cytological slides. Methods and results
Gurevich I., Kharazishvili D., Murashov D., Salvetti O., Trykova A., Vlasova V., Vorobjev I.
I.4 Image Processing and Computer Vision
Automated morphologic analysis
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.
Source: International Conference on Pattern Recognition, ICPR 2006, Hong Kong, 20-24/08/2006Back to previous page