Automated tumor proportion scoring for PD-L1 expression based on multistage ensemble strategy in non-small cell lung cancer

Automated tumor proportion scoring for PD-L1 expression based on multistage ensemble strategy in non-small cell lung cancer

Abstract Introduction Programmed cell death ligand-1 (PD-L1) expression is a promising biomarker for identifying treatment related to non-small cell lung cancer (NSCLC). Automated image analysis served as an aided PD-L1 scoring tool for pathologists to reduce inter- and intrareader variability. We d...

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Bibliographic Details
Main Authors: Boju Pan, Yuxin Kang, Yan Jin, Lin Yang, Yushuang Zheng, Lei Cui, Jian Sun, Jun Feng, Yuan Li, Lingchuan Guo, Zhiyong Liang
Format: Article
Language:English
Published: BMC 2021-06-01
Series:Journal of Translational Medicine
Subjects:
PD-L1
NSCLC
Automated scoring
TPS
Multistage ensemble strategy
Online Access:https://doi.org/10.1186/s12967-021-02898-z

Internet

https://doi.org/10.1186/s12967-021-02898-z

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