深度学习在口腔癌预后中的应用综述

Sayyada Hajera Begum, P. Vidyullatha
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引用次数: 1

摘要

口腔癌是口腔区域最常见的癌症之一,由于细胞生长不受控制而损害口腔上皮细胞。咀嚼烟草、吸烟和槟榔是口腔癌的潜在原因。随着深度学习(DL)在生物医学图像分类领域的发展,自动图像分类有助于有效和早期治疗口腔癌。本文讨论了DL技术在口腔癌检测中的技术方面和应用。我们还在本文中对口腔癌的检测和预测的各种研究进行了全面的比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Review of Deep Learning Application in Oral Cancer Prognosis
Oral Cancer is one of the most common cancers caused in the oral cavity region that damages oral epithelial cells due to uncontrolled growth of the cells. Chewing tobacco, smoking and betel quid are potential reasons for oral cancer. With the advancement of Deep learning (DL) in biomedical image classification, automated image classification can aid in effective and early treatment of oral cancer. This paper discusses the technical aspects and applications of DL techniques in oral cancer detection. We also present a comprehensive comparison of various studies related to oral cancer detection and prediction in the paper.
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