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Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

Automated nuclear detection is a critical step for a number of computer assisted pathology related image analysis algorithms such as for automated grading of breast cancer tissue specimens. The Nottingham Histologic Score system is highly correlated with the shape and appearance of breast cancer nuc...

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Dades bibliogràfiques
Publicat a:IEEE Trans Med Imaging
Autors principals: Xu, Jun, Xiang, Lei, Liu, Qingshan, Gilmore, Hannah, Wu, Jianzhong, Tang, Jinghai, Madabhushi, Anant
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4729702/
https://ncbi.nlm.nih.gov/pubmed/26208307
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2015.2458702
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