A Convolutional Neural Network Based on Ultrasound Images of Primary Breast Masses: Prediction of Lymph-Node Metastasis in Collaboration With Classification of Benign and Malignant Tumors

Purpose: A convolutional neural network (CNN) can perform well in either of two independent tasks [classification and axillary lymph-node metastasis (ALNM) prediction] based on breast ultrasound (US) images. This study is aimed to investigate the feasibility of performing the two tasks simultaneousl...

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Detalles Bibliográficos
Autores principales: Li, Chunxiao, Guo, Yuanfan, Jia, Liqiong, Yao, Minghua, Shao, Sihui, Chen, Jing, Xu, Yi, Wu, Rong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9205241/
https://www.ncbi.nlm.nih.gov/pubmed/35721528
http://dx.doi.org/10.3389/fphys.2022.882648

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9205241/
https://www.ncbi.nlm.nih.gov/pubmed/35721528
http://dx.doi.org/10.3389/fphys.2022.882648

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