Radiomics Analysis of Dynamic Contrast-Enhanced Magnetic Resonance Imaging for the Prediction of Sentinel Lymph Node Metastasis in Breast Cancer

Radiomics Analysis of Dynamic Contrast-Enhanced Magnetic Resonance Imaging for the Prediction of Sentinel Lymph Node Metastasis in Breast Cancer

Purpose: To investigate whether a combination of radiomics and automatic machine learning applied to dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) of primary breast cancer can non-invasively predict axillary sentinel lymph node (SLN) metastasis.Methods: 62 patients who received a DC...

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Bibliographic Details
Main Authors: Jia Liu, Dong Sun, Linli Chen, Zheng Fang, Weixiang Song, Dajing Guo, Tiangen Ni, Chuan Liu, Lin Feng, Yuwei Xia, Xiong Zhang, Chuanming Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-09-01
Series:Frontiers in Oncology
Subjects:
breast cancer
DCE-MRI
radiomics
sentinel lymph node metastasis
automatic machine learning
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2019.00980/full

Internet

https://www.frontiersin.org/article/10.3389/fonc.2019.00980/full

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