Novel segmentation algorithm for identification of cell membrane staining in HER2 images

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• 作者：Marek Wdowiak^a ; Tomasz Markiewicz^a ; ^b ; ^{markiewj@wp.pl} ; Stanislaw Osowski^a ; ^c ; Janusz Patera^b ; Wojciech Kozlowski^b
• 关键词：Pattern recognition ; Segmentation ; HER2 images ; Membrane staining ; Breast cancer
• 刊名：Pattern Recognition Letters
• 出版年：2016
• 出版时间：1 December 2016
• 年：2016
• 卷：84
• 期：Complete
• 页码：225-231
• 全文大小：3907 K
• 卷排序：84

文摘

We presented new approach to membrane staining determination in HER2 images. Our solution using predefined linear patterns is resistive to noise and artefacts. The system has shown good performance for HER2 breast cancer images.