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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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Bibliografski detalji
Izdano u:IEEE Trans Med Imaging
Glavni autori: Xu, Jun, Xiang, Lei, Liu, Qingshan, Gilmore, Hannah, Wu, Jianzhong, Tang, Jinghai, Madabhushi, Anant
Format: Artigo
Jezik:Inglês
Izdano: 2015
Teme:
Online pristup: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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