对牙上和下方面有不同的看法:一个数据集
Shweta Chaudhary1, Preetam Shah1, Priyanka Paygude2
1Bharati Vidyapeeth Deemed to be University Dental College and Hospital, Katraj, Pune, India.
Data in brief
|August 22, 2024
概括
一个新的牙科图像数据集,包括9562个健康儿童的牙,有助于自动化和诊断. 该资源支持机器学习,以更快地进行牙科分析,特别是在偏远地区.
科学领域:
- 牙科 牙科是指牙科的专业.
- 医疗成像医学成像
- 数据科学数据科学数据科学
背景情况:
- 牙科图像数据集对于通过自动化和改进的诊断来推进牙科护理至关重要.
- 综合数据集的开发加速了牙科领域的研究和开发.
研究的目的:
- 为1至14岁儿童提供全新的,大规模的健康牙图像数据集.
- 促进机器学习在牙科诊断和分析中的应用.
主要方法:
- 汇编了9562张健康牙 (非牙) 的高分辨率图像.
- 包括多样化的视图:大和下的门,前,后和闭合视角.
- 在Mendeley存储库中将数据组织成八个子类别.
主要成果:
- 一个全面的儿科牙科图像数据集现在可用.
- 该数据集捕获了各种牙视图,对于详细分析至关重要.
结论:
- 这一数据集是开发牙科机器学习模型的宝贵资源.
- 潜在的应用包括更快的牙状况分析和远程评估,特别是在服务不足的人群中.
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