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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Med Image Anal
Main Authors: Zhong, Cheng, Han, Ju, Borowsky, Alexander, Parvin, Bahram, Wang, Yunfu, Chang, Hang
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online dostop: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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