Machine Learning-Based Analysis of MR Multiparametric Radiomics for the Subtype Classification of Breast Cancer

Objective: To investigate whether machine learning analysis of multiparametric MR radiomics can help classify immunohistochemical (IHC) subtypes of breast cancer. Study design: One hundred and thirty-four consecutive patients with pathologically-proven invasive ductal carcinoma were retrospectively...

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Bibliographische Detailangaben
Veröffentlicht in:Front Oncol
Hauptverfasser: Xie, Tianwen, Wang, Zhe, Zhao, Qiufeng, Bai, Qianming, Zhou, Xiaoyan, Gu, Yajia, Peng, Weijun, Wang, He
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2019
Schlagworte:
Oncology
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6587031/
https://ncbi.nlm.nih.gov/pubmed/31259153
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2019.00505
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