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175 results about "Mitotic cell" patented technology

Mitosis and cytokinesis together define the mitotic (M) phase of an animal cell cycle—the division of the mother cell into two daughter cells genetically identical to each other.

Breast cancer pathology image mitosis nucleus automatic segmentation method

The invention discloses a breast cancer pathology image mitosis nucleus automatic segmentation method. A foreground pixel and a background pixel can be roughly estimated according to a maximum response of LoG filters of different scales of a BR graph. The color distribution of the foreground pixel and the background pixel can be described by Gaussian Mixed Models GMM, which are trained respectively according to the current foreground pixel and the current background pixel. An s-t graph G=(V,E) can be established, and the new estimation of the foreground and the background can be realized by calculating the maximum flow of the graph G, and then the GMM training and the Graph-Cut segmentation can be repeated, till the convergence is realized, or the predetermined iterations can be satisfied. The morphology open operation of the segmentation result can be carried out, and the final segmentation can be completed. The breast cancer pathology image mitosis nucleus automatic segmentation method is advantageous in that during the segmentation, the probability of the single pixel color characteristic belonging to the foreground or the background can be considered, and the relation between the adjacent pixels can be considered, and therefore the smoothness of the segmentation results can be guaranteed, and the precision can be improved.
Owner:湖南品信生物工程有限公司
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