Accurate deep learning model using semi-supervised learning and Noisy Student for cervical cancer screening in low magnification images

Deep learning technology has been used in the medical field to produce devices for clinical practice. Deep learning methods in cytology offer the potential to enhance cancer screening while also providing quantitative, objective, and highly reproducible testing. However, constructing high-accuracy d...

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Detalles Bibliográficos
Autores principales: Kurita, Yuki, Meguro, Shiori, Tsuyama, Naoko, Kosugi, Isao, Enomoto, Yasunori, Kawasaki, Hideya, Uemura, Takashi, Kimura, Michio, Iwashita, Toshihide
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10194854/
https://www.ncbi.nlm.nih.gov/pubmed/37200281
http://dx.doi.org/10.1371/journal.pone.0285996

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10194854/
https://www.ncbi.nlm.nih.gov/pubmed/37200281
http://dx.doi.org/10.1371/journal.pone.0285996

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