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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Bibliographic Details
Published in:Sci Rep
Main Authors: Tavolara, Thomas E., Niazi, M. Khalid Khan, Arole, Vidya, Chen, Wei, Frankel, Wendy, Gurcan, Metin N.
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2019
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Article
Online Access: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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