MRI-Based Machine Learning in Differentiation Between Benign and Malignant Breast Lesions

MRI-Based Machine Learning in Differentiation Between Benign and Malignant Breast Lesions

BackgroundDifferential diagnosis between benign and malignant breast lesions is of crucial importance relating to follow-up treatment. Recent development in texture analysis and machine learning may lead to a new solution to this problem.MethodThis current study enrolled a total number of 265 patien...

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Bibliographic Details
Main Authors: Yanjie Zhao, Rong Chen, Ting Zhang, Chaoyue Chen, Muhetaer Muhelisa, Jingting Huang, Yan Xu, Xuelei Ma
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Oncology
Subjects:
linear discriminant analysis
differential diagnosis
machine learning
breast lesion
texture analysis
MRI
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.552634/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2021.552634/full

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