Deep Learning-Based Classification of Cancer Cell in Leptomeningeal Metastasis on Cytomorphologic Features of Cerebrospinal Fluid

BACKGROUND: It is a critical challenge to diagnose leptomeningeal metastasis (LM), given its technical difficulty and the lack of typical symptoms. The existing gold standard of diagnosing LM is to use positive cerebrospinal fluid (CSF) cytology, which consumes significantly more time to classify ce...

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Detalles Bibliográficos
Autores principales: Yu, Wenjin, Liu, Yangyang, Zhao, Yunsong, Huang, Haofan, Liu, Jiahao, Yao, Xiaofeng, Li, Jingwen, Xie, Zhen, Jiang, Luyue, Wu, Heping, Cao, Xinhao, Zhou, Jiaming, Guo, Yuting, Li, Gaoyang, Ren, Matthew Xinhu, Quan, Yi, Mu, Tingmin, Izquierdo, Guillermo Ayuso, Zhang, Guoxun, Zhao, Runze, Zhao, Di, Yan, Jiangyun, Zhang, Haijun, Lv, Junchao, Yao, Qian, Duan, Yan, Zhou, Huimin, Liu, Tingting, He, Ying, Bian, Ting, Dai, Wen, Huai, Jiahui, Wang, Xiyuan, He, Qian, Gao, Yi, Ren, Wei, Niu, Gang, Zhao, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904144/
https://www.ncbi.nlm.nih.gov/pubmed/35273914
http://dx.doi.org/10.3389/fonc.2022.821594

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904144/
https://www.ncbi.nlm.nih.gov/pubmed/35273914
http://dx.doi.org/10.3389/fonc.2022.821594

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