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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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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Tavolara, Thomas E., Niazi, M. Khalid Khan, Arole, Vidya, Chen, Wei, Frankel, Wendy, Gurcan, Metin N.
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2019
Témata:
On-line přístup: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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