Invention Grant
US08379961B2 Mitotic figure detector and counter system and method for detecting and counting mitotic figures
有权
有丝分裂图检测器和计数器系统以及检测和计数有丝分裂象的方法
- Patent Title: Mitotic figure detector and counter system and method for detecting and counting mitotic figures
- Patent Title (中): 有丝分裂图检测器和计数器系统以及检测和计数有丝分裂象的方法
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Application No.: US12496785Application Date: 2009-07-02
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Publication No.: US08379961B2Publication Date: 2013-02-19
- Inventor: Eric Cosatto , Harold Christopher Burger , Matthew L. Miller
- Applicant: Eric Cosatto , Harold Christopher Burger , Matthew L. Miller
- Applicant Address: US NJ Princeton
- Assignee: NEC Laboratories America, Inc.
- Current Assignee: NEC Laboratories America, Inc.
- Current Assignee Address: US NJ Princeton
- Agent Joseph Kolodka; Paul Schwarz
- Main IPC: G06K9/00
- IPC: G06K9/00

Abstract:
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.
Public/Granted literature
- US20100002920A1 Mitotic Figure Detector and Counter System and Method for Detecting and Counting Mitotic Figures Public/Granted day:2010-01-07
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