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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Detalles Bibliográficos
Autores principales: Tavolara, Thomas E., Niazi, M. Khalid Khan, Arole, Vidya, Chen, Wei, Frankel, Wendy, Gurcan, Metin N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6908583/
https://www.ncbi.nlm.nih.gov/pubmed/31831792
http://dx.doi.org/10.1038/s41598-019-55257-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6908583/
https://www.ncbi.nlm.nih.gov/pubmed/31831792
http://dx.doi.org/10.1038/s41598-019-55257-w

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