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A semi-supervised learning approach with consistency regularization for tumor histopathological images analysis

INTRODUCTION: Manual inspection of histopathological images is important in clinical cancer diagnosis. Pathologists implement pathological diagnosis and prognostic evaluation through the microscopic examination of histopathological slices. This entire process is time-consuming, laborious, and challe...

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Detalles Bibliográficos
Autores principales: Jiang, Yanyun, Sui, Xiaodan, Ding, Yanhui, Xiao, Wei, Zheng, Yuanjie, Zhang, Yongxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9870542/
https://www.ncbi.nlm.nih.gov/pubmed/36698401
http://dx.doi.org/10.3389/fonc.2022.1044026