Open Access<p>Pretreatment CT-Based Radiomics Signature as a Potential Imaging Biomarker for Predicting the Expression of PD-L1 and CD8+TILs in ESCC</p>
Author(s) -
Qiang Wen,
Zhe Yang,
Jian Zhu,
Qingtao Qiu,
Hui Dai,
Alei Feng,
Ligang Xing
Publication year - 2020
Publication title -
oncotargets and therapy
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.054
H-Index - 60
ISSN - 1178-6930
DOI - 10.2147/ott.s261068
Subject(s) - radiomics , receiver operating characteristic , medicine , logistic regression , radiogenomics , biomarker , lasso (programming language) , oncology , artificial intelligence , radiology , computer science , biochemistry , chemistry , world wide web
The present study constructed and validated models to predict PD-L1 and CD8+TILs expression levels in esophageal squamous cell carcinoma (ESCC) patients using radiomics features and clinical factors.