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Deep learning-based fully automated differential diagnosis of eyelid basal cell and sebaceous carcinoma using whole slide images

BACKGROUND: The differential diagnosis of eyelid basal cell carcinoma (BCC) and sebaceous carcinoma (SC) is highly dependent on pathologist’s experience. Herein, we proposed a fully automated differential diagnostic method, which used deep learning (DL) to accurately classify eyelid BCC and SC based...

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Detalles Bibliográficos
Autores principales: Luo, Yingxiu, Zhang, Jiayi, Yang, Yidi, Rao, Yamin, Chen, Xingyu, Shi, Tianlei, Xu, Shiqiong, Jia, Renbing, Gao, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9338367/
https://www.ncbi.nlm.nih.gov/pubmed/35919066
http://dx.doi.org/10.21037/qims-22-98