Automated clear cell renal carcinoma grade classification with prognostic significance

We developed an automated 2-tiered Fuhrman’s grading system for clear cell renal cell carcinoma (ccRCC). Whole slide images (WSI) and clinical data were retrieved for 395 The Cancer Genome Atlas (TCGA) ccRCC cases. Pathologist 1 reviewed and selected regions of interests (ROIs). Nuclear segmentation...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Tian, Katherine, Rubadue, Christopher A., Lin, Douglas I., Veta, Mitko, Pyle, Michael E., Irshad, Humayun, Heng, Yujing J.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6776313/
https://ncbi.nlm.nih.gov/pubmed/31581201
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0222641
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