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Effective nuclei segmentation with sparse shape prior and dynamic occlusion constraint for glioblastoma pathology images

We propose a segmentation method for nuclei in glioblastoma histopathologic images based on a sparse shape prior guided variational level set framework. By spectral clustering and sparse coding, a set of shape priors is exploited to accommodate complicated shape variations. We automate the object co...

詳細記述

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書誌詳細
出版年:J Med Imaging (Bellingham)
主要な著者: Zhang, Pengyue, Wang, Fusheng, Teodoro, George, Liang, Yanhui, Roy, Mousumi, Brat, Daniel, Kong, Jun
フォーマット: Artigo
言語:Inglês
出版事項: Society of Photo-Optical Instrumentation Engineers 2019
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC6416527/
https://ncbi.nlm.nih.gov/pubmed/30891467
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.6.1.017502
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