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Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides

OBJECTIVES: To develop and validate a deep learning (DL)-based primary tumor biopsy signature for predicting axillary lymph node (ALN) metastasis preoperatively in early breast cancer (EBC) patients with clinically negative ALN. METHODS: A total of 1,058 EBC patients with pathologically confirmed AL...

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Detalles Bibliográficos
Autores principales: Xu, Feng, Zhu, Chuang, Tang, Wenqi, Wang, Ying, Zhang, Yu, Li, Jie, Jiang, Hongchuan, Shi, Zhongyue, Liu, Jun, Jin, Mulan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551965/
https://www.ncbi.nlm.nih.gov/pubmed/34722313
http://dx.doi.org/10.3389/fonc.2021.759007