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Classification of Tumor Epithelium and Stroma by Exploiting Image Features Learned by Deep Convolutional Neural Networks

The tumor-stroma ratio (TSR) reflected on hematoxylin and eosin (H&E)-stained histological images is a potential prognostic factor for survival. Automatic image processing techniques that allow for high-throughput and precise discrimination of tumor epithelium and stroma are required to elevate...

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Detalhes bibliográficos
Publicado no:Ann Biomed Eng
Main Authors: Du, Yue, Zhang, Roy, Zargari, Abolfazl, Thai, Theresa C., Gunderson, Camille C., Moxley, Katherine M., Liu, Hong, Zheng, Bin, Qiu, Yuchen
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6286645/
https://ncbi.nlm.nih.gov/pubmed/30051247
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10439-018-2095-6
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