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Mitotic Figure Detector and Counter System and Method for Detecting and Counting Mitotic Figures

MPG-Autoren
http://pubman.mpdl.mpg.de/cone/persons/resource/persons83841

Burger,  HC
Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society;

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Zitation

Cosatto, E., Burger, H., & Miller, M. (2010). Mitotic Figure Detector and Counter System and Method for Detecting and Counting Mitotic Figures.


Zitierlink: http://hdl.handle.net/11858/00-001M-0000-0013-C160-7
Zusammenfassung
A method and system for detecting and counting mitotic figures in an image of a biopsy sample stained with at least one dye, includes color filtering the image in a computer process to identify pixels in the image that have a color which is indicative a mitotic figure; extracting the mitotic pixels in the image that are connected to one another in a computer process, thereby producing blobs of mitotic pixels; shape-filtering and clustering the blobs of mitotic pixels in a computer process to produce mitotic figure candidates; extracting sub-images of mitotic figures by cropping the biopsy sample image at the location of the blobs; extracting two sets of features from the mitotic figure candidates in two separate computer processes; determining which of the mitotic figure candidates are mitotic figures in a computer classification process based on the extracted sets of features; and counting the number of mitotic figures per square unit of biopsy sample tissue.