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Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning

N-staging is a determining factor for prognostic assessment and decision-making for stage-based cancer therapeutic strategies. Visual inspection of whole-slides of intact lymph nodes is currently the main method used by pathologists to calculate the number of metastatic lymph nodes (MLNs). Moreover,...

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Detalles Bibliográficos
Autores principales: Wang, Xiaodong, Chen, Ying, Gao, Yunshu, Zhang, Huiqing, Guan, Zehui, Dong, Zhou, Zheng, Yuxuan, Jiang, Jiarui, Yang, Haoqing, Wang, Liming, Huang, Xianming, Ai, Lirong, Yu, Wenlong, Li, Hongwei, Dong, Changsheng, Zhou, Zhou, Liu, Xiyang, Yu, Guanzhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954798/
https://www.ncbi.nlm.nih.gov/pubmed/33712598
http://dx.doi.org/10.1038/s41467-021-21674-7