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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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Bibliografiske detaljer
Udgivet i:IEEE Trans Med Imaging
Main Authors: Xu, Jun, Xiang, Lei, Liu, Qingshan, Gilmore, Hannah, Wu, Jianzhong, Tang, Jinghai, Madabhushi, Anant
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang: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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