Deep Learning vs. Radiomics for Predicting Axillary Lymph Node Metastasis of Breast Cancer Using Ultrasound Images: Don't Forget the Peritumoral Region

Objective: Axillary lymph node (ALN) metastasis status is important in guiding treatment in breast cancer. The aims were to assess how deep convolutional neural network (CNN) performed compared with radiomics analysis in predicting ALN metastasis using breast ultrasound, and to investigate the value...

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Detalles Bibliográficos
Autores principales: Sun, Qiuchang, Lin, Xiaona, Zhao, Yuanshen, Li, Ling, Yan, Kai, Liang, Dong, Sun, Desheng, Li, Zhi-Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7006026/
https://www.ncbi.nlm.nih.gov/pubmed/32083007
http://dx.doi.org/10.3389/fonc.2020.00053

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7006026/
https://www.ncbi.nlm.nih.gov/pubmed/32083007
http://dx.doi.org/10.3389/fonc.2020.00053

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