Deep Learning for Differentiating Benign From Malignant Parotid Lesions on MR Images

Deep Learning for Differentiating Benign From Malignant Parotid Lesions on MR Images

Purpose/Objectives(s)Salivary gland tumors are a rare, histologically heterogeneous group of tumors. The distinction between malignant and benign tumors of the parotid gland is clinically important. This study aims to develop and evaluate a deep-learning network for diagnosing parotid gland tumors v...

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Bibliographic Details
Main Authors: Xianwu Xia, Bin Feng, Jiazhou Wang, Qianjin Hua, Yide Yang, Liang Sheng, Yonghua Mou, Weigang Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Oncology
Subjects:
MR image
parotid gland tumor
deep learning
classification
image processing
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.632104/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2021.632104/full

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