Automatic identification of triple negative breast cancer in ultrasonography using a deep convolutional neural network

Triple negative (TN) breast cancer is a subtype of breast cancer which is difficult for early detection and the prognosis is poor. In this paper, 910 benign and 934 malignant (110 TN and 824 NTN) B-mode breast ultrasound images were collected. A Resnet50 deep convolutional neural network was fine-tu...

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Detalles Bibliográficos
Autores principales: Ye, Heng, Hang, Jing, Zhang, Meimei, Chen, Xiaowei, Ye, Xinhua, Chen, Jie, Zhang, Weixin, Xu, Di, Zhang, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8517009/
https://www.ncbi.nlm.nih.gov/pubmed/34650065
http://dx.doi.org/10.1038/s41598-021-00018-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8517009/
https://www.ncbi.nlm.nih.gov/pubmed/34650065
http://dx.doi.org/10.1038/s41598-021-00018-x

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