A tailored deep learning approach for early detection of oral cancer using a 19-layer CNN on clinical lip and tongue images

Abstract Early and accurate detection of oral cancer plays a pivotal role in improving patient outcomes. This research introduces a custom-designed, 19-layer convolutional neural network (CNN) for the automated diagnosis of oral cancer using clinical images of the lips and tongue. The methodology in...

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Bibliographic Details
Main Authors: Pinjie Liu, Kambiz Bagi
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-07957-9
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