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Improving cervical cancer classification with imbalanced datasets combining taming transformers with T2T-ViT

Cervical cell classification has important clinical significance in cervical cancer screening at early stages. However, there are fewer public cervical cancer smear cell datasets, the weights of each classes’ samples are unbalanced, the image quality is uneven, and the classification research result...

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Detalles Bibliográficos
Autores principales: Zhao, Chen, Shuai, Renjun, Ma, Li, Liu, Wenjia, Wu, Menglin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933771/
https://www.ncbi.nlm.nih.gov/pubmed/35342326
http://dx.doi.org/10.1007/s11042-022-12670-0