Detection of Architectural Dysplastic Features from Histopathological Imagery of Oral Mucosa Using Neural Networks

Detection of Architectural Dysplastic Features from Histopathological Imagery of Oral Mucosa Using Neural Networks

Oral cancer is a serious illness, but it is potentially curable if early detection can be achieved successfully. Oral epithelial dysplasia (OED), which is a precursor to oral squamous cell carcinoma (OSCC), can provide abnormal characteristics to diagnose the risk of developing oral cancer. This pap...

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Main Authors: Watchanan Chantapakul, Sirikanlaya Vetchaporn, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Ritipong Wongkhuenkaew, Uklid Yeesarapat, Nutchapon Chamusri, Mansuang Wongsapai
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Bioengineering
Subjects:
bulbous rete ridges
convolutional neural networks
histopathological image
irregular epithelial stratifications
oral epithelial dysplasia
Online Access:https://www.mdpi.com/2306-5354/12/3/216
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