A study on the differential of solid lung adenocarcinoma and tuberculous granuloma nodules in CT images by Radiomics machine learning

Abstract To study the classification efficiency of using texture feature machine learning method in distinguishing solid lung adenocarcinoma (SADC) and tuberculous granulomatous nodules (TGN) that appear as solid nodules (SN) in non-enhanced CT images. 200 patients with SADC and TGN who underwent th...

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Bibliographic Details
Main Authors: Huibin Tan, Ye Wang, Yuanliang Jiang, Hanhan Li, Tao You, Tingting Fu, Jiaheng Peng, Yuxi Tan, Ran Lu, Biwen Peng, Wencai Huang, Fei Xiong
Format: Article
Language:English
Published: Nature Portfolio 2023-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-32979-6