Deep neural network trained on gigapixel images improves lymph node metastasis detection in clinical settings

The pathological identification of lymph node (LN) metastasis is demanding and tedious. Although convolutional neural networks (CNNs) possess considerable potential in improving the process, the ultrahigh-resolution of whole slide images hinders the development of a clinically applicable solution. W...

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Detalles Bibliográficos
Autores principales: Huang, Shih-Chiang, Chen, Chi-Chung, Lan, Jui, Hsieh, Tsan-Yu, Chuang, Huei-Chieh, Chien, Meng-Yao, Ou, Tao-Sheng, Chen, Kuang-Hua, Wu, Ren-Chin, Liu, Yu-Jen, Cheng, Chi-Tung, Huang, Yu-Jen, Tao, Liang-Wei, Hwu, An-Fong, Lin, I-Chieh, Hung, Shih-Hao, Yeh, Chao-Yuan, Chen, Tse-Ching
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/PMC9187676/
https://www.ncbi.nlm.nih.gov/pubmed/35688834
http://dx.doi.org/10.1038/s41467-022-30746-1

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