[HTML][HTML] Towards machine learning-aided lung cancer clinical routines: Approaches and open challenges

F Silva, T Pereira, I Neves, J Morgado… - Journal of Personalized …, 2022 - mdpi.com
Advancements in the development of computer-aided decision (CAD) systems for clinical
routines provide unquestionable benefits in connecting human medical expertise with …

[HTML][HTML] Radiomics study for predicting the expression of PD-L1 and tumor mutation burden in non-small cell lung cancer based on CT images and clinicopathological …

Q Wen, Z Yang, H Dai, A Feng, Q Li - Frontiers in oncology, 2021 - frontiersin.org
Background The present study compared the predictive performance of pretreatment
computed tomography (CT)-based radiomics signatures and clinicopathological and CT …

Utility of CT radiomics for prediction of PD‐L1 expression in advanced lung adenocarcinomas

J Yoon, YJ Suh, K Han, H Cho, HJ Lee, J Hur… - Thoracic …, 2020 - Wiley Online Library
Background We aimed to assess if quantitative radiomic features can predict programmed
death ligand 1 (PD‐L1) expression in advanced stage lung adenocarcinoma. Methods This …

Accurate expression of PD‐L1/L2 in lung adenocarcinoma cells: a retrospective study by double immunohistochemistry

Y Shinchi, Y Komohara, K Yonemitsu, K Sato… - Cancer …, 2019 - Wiley Online Library
The percentage of programmed death ligand 1 (PD‐L1) positivity in cancer cells, named as
the tumor proportion score, is considered to be a predictive biomarker for anti‐PD‐1/PD‐L1 …

[HTML][HTML] Molecular alterations in lung adenocarcinoma with ground-glass nodules: a systematic review and meta-analysis

Z Wei, Z Wang, Y Nie, K Zhang, H Shen, X Wang… - Frontiers in …, 2021 - frontiersin.org
Background and Aims Nodular ground-glass lesions have become increasingly common
with the increased use of computed tomography (CT), while the genomic features of ground …

[HTML][HTML] A CT-derived deep neural network predicts for programmed death ligand-1 expression status in advanced lung adenocarcinomas

Y Zhu, YL Liu, Y Feng, XY Yang, J Zhang… - Annals of …, 2020 - ncbi.nlm.nih.gov
Background Programmed death ligand-1 (PD-L1) expression remains a crucial predictor in
selecting patients for immunotherapy. The current study aimed to non-invasively predict PD …

[HTML][HTML] Correlation between PD-L1 expression and radiomic features in early-stage lung adenocarcinomas manifesting as ground-glass nodules

W Shi, Z Yang, M Zhu, C Zou, J Li, Z Liang… - Frontiers in …, 2022 - frontiersin.org
Background Immunotherapy might be a promising auxiliary or alternative systemic treatment
for early-stage lung adenocarcinomas manifesting as ground-glass nodules (GGNs). This …

[HTML][HTML] Factors correlating the expression of PD-L1

F Lu, E Wang, H Liu - BMC cancer, 2024 - Springer
Objective PD-L1 was an important biomarker in lung adenocarcinoma. The study was to
confirm the most important factor affecting the expression of PD-L1 remains undetermined …

[HTML][HTML] Study on the correlation between CT features and vascular tumor thrombus together with nerve invasion in surgically resected lung adenocarcinoma

Y Song, D Chen, D Lian, S Xu, H Xiao - Frontiers in Surgery, 2022 - frontiersin.org
Background We aimed to analyze the relationship between pulmonary adenocarcinoma
patients with vascular tumor thrombus and nerve invasion and different CT features …

Association between 18F-FDG metabolic activity and programmed death ligand-1 (PD-L1) expression using 22C3 immunohistochemistry assays in non-small cell …

L Zhao, J Liu, H Wang, J Shi - The British Journal of Radiology, 2021 - academic.oup.com
Objective: This study sought to investigate the association between 18F-fludeoxyglucose
(18F-FDG) uptake in positron emission tomography/CT (PET/CT) scans and different …