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author:

Liu, Binghan (Liu, Binghan.) [1] (Scholars:刘秉瀚) | Wang, Weizhi (Wang, Weizhi.) [2] (Scholars:王伟智) | Fang, Xiuduan (Fang, Xiuduan.) [3]

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Abstract:

A method is presented to automatically extract and analyze positive cells in tumor immunohistochemical pathology images based on the YCbCr color space. First, according to the distribution rules of positive cells in the YCbCr space, it uses the components of Y, Cb, and Cr as threshold conditions and leverages the maximal entropy principle to build a model to segment and extract positive cells. Then, it extracts the characteristic parameters for positive cell regions. Finally, it quantitatively analyzes the key parameters for positive cells, such as density and intensity. The experimental results showed that the method can be further extended to immunohistochemical standardization.

Keyword:

automatic extraction pathology images positive cells YCbCr color space

Community:

  • [ 1 ] [Liu, Binghan]Fuzhou Univ, Dept Comp, Fuzhou 350002, Peoples R China
  • [ 2 ] [Wang, Weizhi]Fuzhou Univ, Dept Comp, Fuzhou 350002, Peoples R China
  • [ 3 ] [Fang, Xiuduan]Univ Virginia, Dept Comp, Charlottesville, VA 22903 USA

Reprint 's Address:

  • 刘秉瀚

    [Liu, Binghan]Fuzhou Univ, Dept Comp, Fuzhou 350002, Peoples R China

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Source :

WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS

Year: 2006

Page: 454-454

Language: English

Cited Count:

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ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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