在牙科放射学上进行牙识别和编号的深度学习:系统性审查和元分析
Soroush Sadr1, Rata Rokhshad2,3, Yasaman Daghighi4
1Department of Endodontics, School of Dentistry, Hamadan University of Medical Sciences, Hamadan 6517838636, Iran.
Dento maxillo facial radiology
|January 5, 2024
概括
深度学习模型在牙科放射图中准确识别和编号牙,实现高精度和灵敏度. 这些先进的工具有助于临床医生在诸如虫检测等自动化过程中提高诊断准确性.
科学领域:
- 人工智能在牙科中的应用
- 医学成像分析 医学成像分析
- 牙科诊断 牙科诊断 牙科诊断
背景情况:
- 准确的牙识别和编号对于牙科诊断和治疗计划至关重要.
- 传统的方法可能耗时且容易出现错误.
- 深度学习为自动化和精确的牙图像分析提供了潜力.
结论:
- 深度学习模型对于在牙科放射图中自动检测,识别和编号牙是有效的.
- 这些由人工智能驱动的系统可以显著增强自动牙科过程,例如虫检测.
- 深度学习的整合有助于临床医生做出更明智的决策,改善患者护理.
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