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人工智能集成光学相干断层扫描用于口腔癌的筛查和早期检测。

Artificial intelligence-integrated optical coherence tomography for screening and early detection of oral cancer.

出版信息

Gen Dent. 2024 Jan-Feb;72(1):46-52.

Abstract

Early detection of oral cancer is essential for improving patient survival rates and leads to higher chances of successful treatment, reduced cost of complex treatments, and improved quality of life of patients. Oral cancer often arises from oral potentially malignant disorders (OPMDs), among which leukoplakia is the most common. Numerous chairside diagnostic aids and imaging modalities have been reviewed for screening detection of OPMDs and oral cancer, but these techniques have limitations. Novel optical diagnostic modalities work on the assumption that neoplastic and dysplastic tissues have different absorbance and reflectance properties when exposed to specific wavelengths of light. Optical coherence tomography (OCT) imaging is a promising new technology in the field of oral oncology. The ability of OCT to provide real-time, nondestructive, high-resolution, radiation-free images makes it an ideal modality for screening and detection of neoplastic changes in the oral mucosa, but interpretation of OCT images requires training and expertise. To overcome this limitation, artificial intelligence-based diagnostic algorithms are being combined with OCT imaging to assist professionals in achieving high-accuracy interpretation of OCT images. This review highlights the applications and scope of artificial intelligence in OCT imaging for the screening and detection of early-stage oral cancer.

摘要

口腔癌的早期检测对于提高患者的生存率至关重要,这可以提高治疗的成功率,降低复杂治疗的成本,并改善患者的生活质量。口腔癌通常源于口腔潜在恶性疾病(OPMDs),其中最常见的是白斑病。已经对许多椅旁诊断辅助工具和成像方式进行了审查,以筛查 OPMDs 和口腔癌,但这些技术存在局限性。新型光学诊断方法基于这样的假设,即当暴露于特定波长的光时,肿瘤性和发育不良组织具有不同的吸收率和反射率特性。光学相干断层扫描(OCT)成像技术是口腔肿瘤学领域中一种很有前途的新技术。OCT 能够提供实时、无损、高分辨率、无辐射的图像,使其成为筛查和检测口腔黏膜肿瘤性变化的理想方式,但 OCT 图像的解释需要经过培训和专业知识。为了克服这一局限性,基于人工智能的诊断算法正与 OCT 成像相结合,以协助专业人员实现 OCT 图像的高精度解读。本文重点介绍了人工智能在 OCT 成像中用于筛查和检测早期口腔癌的应用和范围。

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