基于人工智能的口腔癌诊断工具:系统审查
Sindhoori Goud1, Anuj Singh Parihar2, Anuj Mishra3
1Department of Conservative Dentistry and Endodontics, Mallareddy Institute of Dental Science, Mallareddy Viswavidyapet, Hyderabad, Telangana, India.
Bioinformation
|December 30, 2025
概括
人工智能 (AI) 在早期口腔癌检测和诊断方面表现有前途. 虽然人工智能模型的准确性很高,但在广泛使用之前,需要解决数据变化和临床验证方面的挑战.
科学领域:
- 口腔瘤学 在口腔瘤学
- 医疗人工智能的人工智能
- 诊断成像诊断成像的使用
背景情况:
- 传统的口腔癌诊断方法是主观的,经常在晚期发现癌症.
- 需要改进,可访问和客观的口腔癌早期检测方法.
研究的目的:
- 评估人工智能 (AI) 在提高口腔癌早期检测和诊断方面的作用.
- 审查人工智能模型的诊断准确性,特别是深度学习和卷积神经网络,在口腔瘤学中.
主要方法:
- 对人工智能在口腔癌诊断中的应用最新文献的分析.
- 专注于深度学习和卷积神经网络,使用临床,遗传学和光学成像数据.
主要成果:
- 包括深度学习和卷积神经网络在内的AI模型在各种数据类型中表现出高的诊断准确性.
- 人工智能在改善口腔癌的早期检测和诊断方面显示出潜力.
结论:
- 人工智能为口腔瘤学提供了一个重要的支持工具机会.
- 在人工智能被广泛采用之前,需要对标准化验证和现实世界的临床实施进行进一步的研究.
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