Diagnosis of Benign and Malignant Breast Lesions on DCE-MRI by Using Radiomics and Deep Learning with Consideration of Peri-Tumor Tissue

BACKGROUND: Computer-aided methods have been widely applied to diagnose lesions detected on breast MRI, but fully-automatic diagnosis using deep learning is rarely reported. PURPOSE: To evaluate the diagnostic accuracy of mass lesions using ROI-based, radiomics and deep learning methods, by taking p...

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Udgivet i:J Magn Reson Imaging
Main Authors: Zhou, Jiejie, Zhang, Yang, Chang, Kai-Ting, Lee, Kyoung Eun, Wang, Ouchen, Li, Jiance, Lin, Yezhi, Pan, Zhifang, Chang, Peter, Chow, Daniel, Wang, Meihao, Su, Min-Ying
Format: Artigo
Sprog:Inglês
Udgivet: 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7709823/
https://ncbi.nlm.nih.gov/pubmed/31675151
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jmri.26981
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