Habitat Imaging With Tumoral and Peritumoral Radiomics for Prediction of Lung Adenocarcinoma Invasiveness on Preoperative Chest CT: A Multicenter Study
Youlan Shang, Ying Zeng, Shiwei Luo, Yisong Wang, Jiaqi Yao, Ming Li, Xiaoying Li, Xiaoyan Kui, Hao Wu, Kangxu Fan, Zhicheng Li, Hairong Zheng, Ge Li, Jun Liu, Wei Zhao
Abstract
BACKGROUND. Tumor growth processes result in spatial heterogeneity, with the development of tumor subregions (i.e., habitats) having unique biologic characteristics.
Topics & Concepts
MedicineRadiomicsRadiologyAdenocarcinomaLungMulticenter studyInternal medicineCancerRandomized controlled trialRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and TreatmentAdvanced X-ray and CT Imaging