Preoperatively Estimating the Malignant Potential of Mediastinal Lymph Nodes: A Pilot Study Toward Establishing a Robust Radiomics Model Based on Contrast-Enhanced CT Imaging

Preoperatively Estimating the Malignant Potential of Mediastinal Lymph Nodes: A Pilot Study Toward Establishing a Robust Radiomics Model Based on Contrast-Enhanced CT Imaging

PurposeTo establish and validate a radiomics model to estimate the malignancy of mediastinal lymph nodes (LNs) based on contrast-enhanced CT imaging.MethodIn total, 201 pathologically confirmed mediastinal LNs from 129 patients were enrolled and assigned to training and test sets. Radiomics features...

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Bibliographic Details
Main Authors: Mengshi Dong, Gang Hou, Shu Li, Nan Li, Lina Zhang, Ke Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Oncology
Subjects:
mediastinal lymph nodes
malignant
benign
radiomics
machine learning
classification
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.558428/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2020.558428/full

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