Development and Validation of a Combined Model for Preoperative Prediction of Lymph Node Metastasis in Peripheral Lung Adenocarcinoma

Development and Validation of a Combined Model for Preoperative Prediction of Lymph Node Metastasis in Peripheral Lung Adenocarcinoma

BackgroundBased on the “seed and soil” theory proposed by previous studies, we aimed to develop and validate a combined model of machine learning for predicting lymph node metastasis (LNM) in patients with peripheral lung adenocarcinoma (PLADC).MethodsRadiomics models were developed in a primary coh...

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Bibliographic Details
Main Authors: Qi Li, Xiao-qun He, Xiao Fan, Chao-nan Zhu, Jun-wei Lv, Tian-you Luo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Oncology
Subjects:
radiomics
lymph node metastasis
computed tomography
lung adenocarcinoma
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.675877/full

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https://www.frontiersin.org/articles/10.3389/fonc.2021.675877/full

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