Prediction of EGFR Mutation Status Based on 18F-FDG PET/CT Imaging Using Deep Learning-Based Model in Lung Adenocarcinoma

G Yin, Z Wang, Y Song, X Li, Y Chen, L Zhu… - Frontiers in …, 2021 - frontiersin.org
lung adenocarcinoma patients with EGFR mutation status were enrolled in this study. Two
deep learning models (SE CT and SE PET ) … in PET images because of the obvious difference

Role of breath-hold lung PET in stage IA pulmonary adenocarcinoma

Z Cheng, L Chen, X Wang, Y Wang, M Zhao, K Zan… - Insights into …, 2023 - Springer
… a significant difference in … lung cancer assessment. Therefore, this study aimed to (a)
evaluate the performance of a single 20-s BH lung PET on stage IA pulmonary adenocarcinoma

18F FDG-PET/CT analysis of spread through air spaces (STAS) in clinical stage I lung adenocarcinoma

M Nishimori, H Iwasa, K Miyatake, N Nitta… - Annals of Nuclear …, 2022 - Springer
… On the other hand, there was no significant difference between the presence of STAS and
PET parameters among solid nodule lesions. Compared with part-solid nodules, the influence …

A clinically practical radiomics-clinical combined model based on PET/CT data and nomogram predicts EGFR mutation in lung adenocarcinoma

C Chang, S Zhou, H Yu, W Zhao, Y Ge, S Duan… - European …, 2021 - Springer
… All results regarding predictive performance are enumerated in Table 2, and the Delong
test revealed that there were statistical differences in the AUC values between PET/CT model …

An initial study on the comparison of diagnostic performance of 18F-FDG PET/MR and 18F-FDG PET/CT for thoracic staging of non-small cell lung cancer: Focus on …

M Wang, H Zhang, H Yu, H Tan, L Hu, H Kong… - Revista Española de …, 2023 - Elsevier
… /MR for accurate T and N staging of NSCLC (adenocarcinoma… -FDG PET/CT and PET/MR
scans, all patients underwent lung … with PET/CT and PET/MRI, so the difference among PET/CT …

[HTML][HTML] Predicting EGFR mutation subtypes in lung adenocarcinoma using 18F-FDG PET/CT radiomic features

Q Liu, D Sun, N Li, J Kim, D Feng, G Huang… - Translational lung …, 2020 - ncbi.nlm.nih.gov
PET/CT scan data of 178 patients with lung adenocarcinoma … (I) pathologically confirmed
lung adenocarcinoma; (II) tumors … Several researches have verified that the difference in image …

The predictive value of [18F]FDG PET/CT radiomics combined with clinical features for EGFR mutation status in different clinical staging of lung adenocarcinoma

J Gao, R Niu, Y Shi, X Shao, Z Jiang, X Ge, Y Wang… - EJNMMI research, 2023 - Springer
… Although the performance of CT_RF model was better than that of PET_RF and PET/CT_RF
models in the testing set, the difference was not significant (both p > 0.05). Table 2 lists the …

PD-L1 in Lung Adenocarcinoma: Insights into the Role of 18F-FDG PET/CT

Y Cui, X Li, B Du, Y Diao, Y Li - Cancer Management and Research, 2020 - Taylor & Francis
… Seventy-three patients with primary lung adenocarcinoma who received 18 F-FDG PET/CT …
There were no significant differences with regards to age, gender, CEA and PD-1 between …

Prognostic role of positron emission tomography and computed tomography parameters in stage I lung adenocarcinoma

A Carretta, A Bandiera, P Muriana, S Viscardi… - Radiology and …, 2020 - sciendo.com
… The aim of the study was to assess the role of CT and PET parameters in stratifying patients
… Univariate analysis showed a significant difference in SUVmax, SUVindex, GGO ratio and …

Prognostic value of [18F]FDG PET/CT parameters in surgically resected primary lung adenocarcinoma: a single-center experience

L Ventura, M Scarlattei, L Gnetti, EM Silini… - Tumori …, 2020 - journals.sagepub.com
… In this study, [ 18 F]FDG PET/CT parameters SUVmax, MTV, and TLG were prognostic factors
in patients with surgically resected lung adenocarcinoma, able to predict OS and helping to …