A domain knowledge enhanced yield based deep learning classifier identifies perineural invasion in oral cavity squamous cell carcinoma

BACKGROUND: Perineural invasion (PNI), a form of local invasion defined as the ability of cancer cells to invade in, around, and through nerves, has a negative prognostic impact in oral cavity squamous cell carcinoma (OCSCC). Unfortunately, the diagnosis of PNI suffers from a significant degree of i...

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Detalles Bibliográficos
Autores principales: Lee, Li-Yu, Yang, Cheng-Han, Lin, Yu-Chieh, Hsieh, Yu-Han, Chen, Yung-An, Chang, Margaret Dah-Tsyr, Lin, Yen-Yin, Liao, Chun-Ta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9638412/
https://www.ncbi.nlm.nih.gov/pubmed/36353548
http://dx.doi.org/10.3389/fonc.2022.951560

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