A gamma-gaussian mixture model for detection of mitotic cells in breast cancer histopathology images

In this paper, we propose a statistical approach for mitosis detection in breast cancer histological images. The proposed algorithm models the pixel intensities in mitotic and non-mitotic regions by a Gamma-Gaussian mixture model (GGMM) and employs a context aware post-processing (CAPP) in order to...

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Asıl Yazarlar: Adnan Mujahid Khan (Yazar), Hesham ElDaly (Yazar), Nasir M Rajpoot (Yazar)
Materyal Türü: Kitap
Baskı/Yayın Bilgisi: Elsevier, 2013-01-01T00:00:00Z.
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Yer Numarası: A1234.567
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