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ISVC
2010
Springer

Mitosis Extraction in Breast-Cancer Histopathological Whole Slide Images

13 years 9 months ago
Mitosis Extraction in Breast-Cancer Histopathological Whole Slide Images
Abstract. In this paper, we present a graph-based multi-resolution approach for mitosis extraction in breast cancer histological whole slide images. The proposed segmentation uses a multi-resolution approach which reproduces the slide examination done by a pathologist. Each resolution level is analyzed with a focus of attention resulting from a coarser resolution level analysis. At each resolution level, a spatial refinement by semi-supervised clustering is performed to obtain more accurate segmentation around edges. The proposed segmentation is fully unsupervised by using domain specific knowledge.
Vincent Roullier, Olivier Lezoray, Vinh-Thong Ta,
Added 13 Feb 2011
Updated 13 Feb 2011
Type Journal
Year 2010
Where ISVC
Authors Vincent Roullier, Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoataz
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