Deep convolutional neural network Inception-v3 model for differential diagnosing of lymph node in cytological images: a pilot study

BACKGROUND: In this study, we exploited the Inception-v3 deep convolutional neural network (DCNN) model to differentiate cervical lymphadenopathy using cytological images. METHODS: A dataset of 80 cases was collected through the fine-needle aspiration (FNA) of enlarged cervical lymph nodes, which co...

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Detalhes bibliográficos
Publicado no:Ann Transl Med
Main Authors: Guan, Qing, Wan, Xiaochun, Lu, Hongtao, Ping, Bo, Li, Duanshu, Wang, Li, Zhu, Yongxue, Wang, Yunjun, Xiang, Jun
Formato: Artigo
Idioma:Inglês
Publicado em: AME Publishing Company 2019
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Original Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6694266/
https://ncbi.nlm.nih.gov/pubmed/31475177
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm.2019.06.29
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