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When machine vision meets histology: A comparative evaluation of model architecture for classification of histology sections()

Classification of histology sections in large cohorts, in terms of distinct regions of microanatomy (e.g., stromal) and histopathology (e.g., tumor, necrosis), enables the quantification of tumor composition, and the construction of predictive models of genomics and clinical outcome. To tackle the l...

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Vydáno v:Med Image Anal
Hlavní autoři: Zhong, Cheng, Han, Ju, Borowsky, Alexander, Parvin, Bahram, Wang, Yunfu, Chang, Hang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5099087/
https://ncbi.nlm.nih.gov/pubmed/27644083
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2016.08.010
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