Article

Early detection of tongue cancer using a convolutional neural network and evaluation of the effectiveness of EfficientNet

2022-05-24

Abstract excerpt

<h4>Objectives: </h4> Early detection of oral cancer is critical because the survival rate is reported to be 90%, whereas 45.5% for advanced oral cancer occur with neck metastasis. This study assessed the detection potential of oral tongue cancer and precancerous lesions using a convolutional neural network (CNN) and evaluated the effectiveness of EfficientNet in a situation with limited datasets. <h4>Materials: <...

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Literature Corpus work: 459a924a-9e0a-56ef-aabf-d1f6b5489abf
DOI: 10.21203/rs.3.rs-1628071/v1

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