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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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:IEEE Trans Med Imaging
Päätekijät: Xu, Jun, Xiang, Lei, Liu, Qingshan, Gilmore, Hannah, Wu, Jianzhong, Tang, Jinghai, Madabhushi, Anant
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2015
Aiheet:
Linkit: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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