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A modular cGAN classification framework: Application to colorectal tumor detection

Automatic identification of tissue structures in the analysis of digital tissue biopsies remains an ongoing problem in digital pathology. Common barriers include lack of reliable ground truth due to inter- and intra- reader variability, class imbalances, and inflexibility of discriminative models. T...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Tavolara, Thomas E., Niazi, M. Khalid Khan, Arole, Vidya, Chen, Wei, Frankel, Wendy, Gurcan, Metin N.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6908583/
https://ncbi.nlm.nih.gov/pubmed/31831792
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-55257-w
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