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Radiomics-Based Support Vector Machine Distinguishes Molecular Events Driving the Progression of Lung Adenocarcinoma

Authors :
Li, Hong-Ji
Qiu, Zhen-Bin
Wang, Meng-Min
Zhang, Chao
Hong, Hui-Zhao
Fu, Rui
Peng, Li-Shan
Huang, Chen
Cui, Qian
Zhang, Jia-Tao
Ren, Jing-Yun
Jiang, Lei
Wu, Yi-Long
Zhong, Wen-Zhao
Source :
Journal of Thoracic Oncology; January 2025, Vol. 20 Issue: 1 p52-64, 13p
Publication Year :
2025

Abstract

An increasing number of early-stage lung adenocarcinomas (LUAD) are detected as lung nodules. The radiological features related to LUAD progression warrant further investigation. Exploration is required to bridge the gap between radiomics-based features and molecular characteristics of lung nodules.

Details

Language :
English
ISSN :
15560864 and 15561380
Volume :
20
Issue :
1
Database :
Supplemental Index
Journal :
Journal of Thoracic Oncology
Publication Type :
Periodical
Accession number :
ejs67436816
Full Text :
https://doi.org/10.1016/j.jtho.2024.09.1431