Radiomics based on 18F-FDG PET-CT could distinguish the growth pattern of early invasive lung adenocarcinoma manifesting as ground-glass opacity nodules: a …

X Shao, X Shao, R Niu, Y Wang - 2020 - Soc Nuclear Med
1331 Objectives: The growth pattern of invasive lung adenocarcinoma (IAC) manifesting as
ground-glass opacity nodules (GGNs), is divided into lepidic, acinar, papillary …

Value of 18F-FDG PET/CT-based radiomics model to distinguish the growth patterns of early invasive lung adenocarcinoma manifesting as ground-glass opacity …

X Shao, R Niu, X Shao, Z Jiang, Y Wang - EJNMMI research, 2020 - Springer
Background To establish and validate 18 F-fluorodeoxyglucose (18 F-FDG) PET/CT-based
radiomics model and use it to predict the intermediate-high risk growth patterns in early …

A simple prediction model using fluorodeoxyglucose-PET and high-resolution computed tomography for discrimination of invasive adenocarcinomas among solitary …

X Shao, X Shao, R Niu, W Xing… - Nuclear Medicine …, 2019 - journals.lww.com
Objective To analyze the FDG-PET and high-resolution computed tomography (HRCT)
features of early lung adenocarcinoma manifesting as solitary ground-glass opacity nodules …

18F-FDG PET/CT-based radiomics model for predicting the degree of pathological differentiation in non-small cell lung cancer: a multicentre study

F Liu, Z Xiang, Q Li, X Fang, J Zhou, X Yang, H Lin… - Clinical Radiology, 2024 - Elsevier
AIM To explore the value of 2-[18 F]-fluoro-2-deoxy-d-glucose (FDG) positron-emission
tomography (PET)/computed tomography (CT)-based radiomics model for predicting the …

Machine learning based on clinico-biological features integrated 18F-FDG PET/CT radiomics for distinguishing squamous cell carcinoma from adenocarcinoma of …

C Ren, J Zhang, M Qi, J Zhang, Y Zhang… - European journal of …, 2021 - Springer
Purpose To develop and validate a clinico-biological features and 18 F-fluorodeoxyglucose
(FDG) positron emission tomography/computed tomography (PET/CT) radiomic-based …

[HTML][HTML] Prognostic value of CT and/or 18F-FDG PET radiomics features in locally advanced non-small cell lung cancer

A Moran, Y Wang, BA Dyer, SSF Yip, ME Daly… - Clinical lung …, 2021 - ncbi.nlm.nih.gov
Materials and Methods: We retrospectively identified 39 cases with stage III NSCLC who
received chemoradiotherapy and underwent planning CT and staging 18 F-FDG PET scans …

Role of PET/CT in management of early lung adenocarcinoma

X Shao, R Niu, Z Jiang, X Shao… - American Journal of …, 2020 - Am Roentgen Ray Soc
OBJECTIVE. The purpose of this study was to explore the value of FDG PET combined with
high-resolution CT (HRCT) in predicting the pathologic subtypes and growth patterns of …

Ability of FDG PET and CT radiomics features to differentiate between primary and metastatic lung lesions

M Kirienko, L Cozzi, A Rossi, E Voulaz… - European journal of …, 2018 - Springer
Purpose To evaluate the ability of CT and PET radiomics features to classify lung lesions as
primary or metastatic, and secondly to differentiate histological subtypes of primary lung …

A machine-learning approach using PET-based radiomics to predict the histological subtypes of lung cancer

SH Hyun, MS Ahn, YW Koh, SJ Lee - Clinical nuclear medicine, 2019 - journals.lww.com
Purpose We sought to distinguish lung adenocarcinoma (ADC) from squamous cell
carcinoma using a machine-learning algorithm with PET-based radiomic features. Methods …

Potential feature exploration and model development based on 18F-FDG PET/CT images for differentiating benign and malignant lung lesions

R Zhang, L Zhu, Z Cai, W Jiang, J Li, C Yang… - European journal of …, 2019 - Elsevier
Purpose The study is to explore potential features and develop classification models for
distinguishing benign and malignant lung lesions based on CT-radiomics features and PET …