Detection of Oral Cavity Squamous Cell Carcinoma from Normal Epithelium of the Oral Cavity using Microscopic Images

Chiagoziem C. Ukwuoma,Qin Zhiguang,Md Belal Bin Heyat,Haider Mohammed Khan,Faijan Akhtar,Mahmoud S. Masadeh,Olusola Bamisile,Omar AlShorman,Grace. U. Nneji

2022 International Conference on Decision Aid Sciences and Applications (DASA)（2022）

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摘要

The most common and widely known type of head and neck cancer is the Oral or mouth neoplasm, of which Oral Cavity Squamous Cell Carcinoma (OCSCC) is the most popular. Despite its impact on Mortality, it is always diagnosed at a late stage due to the inefficiency of the screening models at the early detection stage. Early detection of OCSCC has more than 83% survival rate, although the rate of earl...

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Oral Squamous Cell Carcinoma,Microscopic Images,Deep learning,Ensemble Models,Shared layers

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