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Deep Semi Supervised Generative Learning for Automated Tumor Proportion Scoring on NSCLC Tissue Needle Biopsies

The level of PD-L1 expression in immunohistochemistry (IHC) assays is a key biomarker for the identification of Non-Small-Cell-Lung-Cancer (NSCLC) patients that may respond to anti PD-1/PD-L1 treatments. The quantification of PD-L1 expression currently includes the visual estimation by a pathologist...

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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Kapil, Ansh, Meier, Armin, Zuraw, Aleksandra, Steele, Keith E., Rebelatto, Marlon C., Schmidt, Günter, Brieu, Nicolas
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6255873/
https://ncbi.nlm.nih.gov/pubmed/30478349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-35501-5
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