CT-based habitat radiomics for preoperative differentiation of adenocarcinoma in situ/minimally invasive adenocarcinoma from invasive adenocarcinoma manifesting as ground-glass nodules: a multicenter study

ObjectivesTo develop a CT-based habitat radiomics model for preoperative differentiation of adenocarcinoma in situ/minimally invasive adenocarcinoma (AIS/MIA) from invasive adenocarcinoma (IAC) manifesting as ground-glass nodules (GGNs), and to construct a combined model integrating clinical risk fa...

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Bibliographic Details

Published in:	Frontiers in Oncology
Main Authors:	Ning Dong, Yumao Yan, Yunxin Li, Guochao Li, Ping Wang, Lin Li, Hu Zhang, Hui Sheng, Xiaoyuan Sun
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-10-01
Subjects:	computed tomography habitat lung adenocarcinoma radiomics ground-glass nodules
Online Access:	https://www.frontiersin.org/articles/10.3389/fonc.2025.1660071/full