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Invasive ductal breast cancer molecular subtype prediction by MRI radiomic and clinical features based on machine learning

BACKGROUND: Most studies of molecular subtype prediction in breast cancer were mainly based on two-dimensional MRI images, the predictive value of three-dimensional volumetric features from dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for predicting breast cancer molecular subtypes...

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Detalles Bibliográficos
Autores principales: Sheng, Weiyong, Xia, Shouli, Wang, Yaru, Yan, Lizhao, Ke, Songqing, Mellisa, Evelyn, Gong, Fen, Zheng, Yun, Tang, Tiansheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9510620/
https://www.ncbi.nlm.nih.gov/pubmed/36172153
http://dx.doi.org/10.3389/fonc.2022.964605