Machine-Learning Classifiers in Discrimination of Lesions Located in the Anterior Skull Base

Machine-Learning Classifiers in Discrimination of Lesions Located in the Anterior Skull Base

Purpose: The aim of this study was to investigate the diagnostic value of machine-learning models with radiomic features and clinical features in preoperative differentiation of common lesions located in the anterior skull base.Methods: A total of 235 patients diagnosed with pituitary adenoma, menin...

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Bibliographic Details
Main Authors: Yang Zhang, Lan Shang, Chaoyue Chen, Xuelei Ma, Xuejin Ou, Jian Wang, Fan Xia, Jianguo Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Oncology
Subjects:
pituitary adenoma
meningioma
craniopharyngioma
Rathke cleft cyst
anterior skull base
radiomics
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2020.00752/full

Internet

https://www.frontiersin.org/article/10.3389/fonc.2020.00752/full

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