Identification of misdiagnosis by deep neural networks on a histopathologic review of breast cancer lymph node metastases

The frozen section (FS) diagnoses of pathology experts are used in China to determine whether sentinel lymph nodes of breast cancer have metastasis during operation. Direct implementation of a deep neural network (DNN) in clinical practice may be hindered by misdiagnosis of the algorithm, which affe...

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Detalles Bibliográficos
Autores principales: Chen, Cancan, Zheng, Shan, Guo, Lei, Yang, Xuebing, Song, Yan, Li, Zhuo, Zhu, Yanwu, Liu, Xiaoqi, Li, Qingzhuang, Zhang, Huijuan, Feng, Ning, Zhao, Zuxuan, Qiu, Tinglin, Du, Jun, Guo, Qiang, Zhang, Wensheng, Shi, Wenzhao, Ma, Jianhui, Sun, Fenglong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9355979/
https://www.ncbi.nlm.nih.gov/pubmed/35931718
http://dx.doi.org/10.1038/s41598-022-17606-0

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