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

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

BackgroundPerineural 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 int...

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Bibliographic Details
Main Authors: Li-Yu Lee, Cheng-Han Yang, Yu-Chieh Lin, Yu-Han Hsieh, Yung-An Chen, Margaret Dah-Tsyr Chang, Yen-Yin Lin, Chun-Ta Liao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Oncology
Subjects:
oral cavity squamous cell carcinoma
perineural invasion
deep learning
artificial intelligence
digital pathology
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.951560/full

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https://www.frontiersin.org/articles/10.3389/fonc.2022.951560/full

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