A screening assistance system for cervical cytology of squamous cell atypia based on a two‐step combined CNN algorithm with label smoothing

BACKGROUND: Although many cervical cytology diagnostic support systems have been developed, it is challenging to classify overlapping cell clusters with a variety of patterns in the same way that humans do. In this study, we developed a fast and accurate system for the detection and classification o...

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Detalles Bibliográficos
Autores principales: Nambu, Yuta, Mariya, Tasuku, Shinkai, Shota, Umemoto, Mina, Asanuma, Hiroko, Sato, Ikuma, Hirohashi, Yoshihiko, Torigoe, Toshihiko, Fujino, Yuichi, Saito, Tsuyoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Cancer Prevention
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8729059/
https://www.ncbi.nlm.nih.gov/pubmed/34841722
http://dx.doi.org/10.1002/cam4.4460

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8729059/
https://www.ncbi.nlm.nih.gov/pubmed/34841722
http://dx.doi.org/10.1002/cam4.4460

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