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Predicting HER2 Status in Breast Cancer on Ultrasound Images Using Deep Learning Method

PURPOSE: The expression of human epidermal growth factor receptor 2 (HER2) in breast cancer is critical in the treatment with targeted therapy. A 3-block-DenseNet-based deep learning model was developed to predict the expression of HER2 in breast cancer by ultrasound images. METHODS: The data from 1...

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Detalles Bibliográficos
Autores principales: Xu, Zilong, Yang, Qiwei, Li, Minghao, Gu, Jiabing, Du, Changping, Chen, Yang, Li, Baosheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8889619/
https://www.ncbi.nlm.nih.gov/pubmed/35251999
http://dx.doi.org/10.3389/fonc.2022.829041