与半自动计算机程序相比,两个人工智能平台的头脑测量分析的准确性和可靠性.
Ian Raby1, Victor Rojas1, Andres Celis2
1Department of Orthodontics, Faculty of Dentistry, Universidad de los Andes, Santiago, Chile.
概括
像WebCeph和CephX这样的人工智能 (AI) 头脑测量跟踪平台在校正地标时是准确可靠的. 与标准软件相比,手动校正显著减少了46%的追踪时间.
科学领域:
- 牙科 牙科是指牙科的专业.
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 基于Web的平台提供人工智能 (AI) 驱动的头测量跟踪,性能可变.
- 本研究评估了WebCeph和CephX AI平台的准确性,可靠性和时间效率.
研究的目的:
- 评估WebCeph和CephXAI头脑计量跟踪平台的性能.
- 将AI跟踪与黄金标准软件 (海豚成像) 进行比较.
- 确定里程碑校正对AI追踪准确性和效率的影响.
主要方法:
- 使用WebCeph和CephX (自动化和地标校正) 和海豚成像,追踪了50个横向脑图.
- 分析了12个头脑测量参数.
- 测量时间效率,并进行统计分析 (线性回归,类内相关性).
主要成果:
- 正确的AI跟踪显示了与海豚成像相似的结果,在12个参数中的11个参数中达到93%的准确性.
- 与海豚成像相比,人工智能平台的追踪时间减少了46%.
- 自动化AI跟踪显示出低可靠性和准确性;软组织参数不适合AI评估.
结论:
- WebCeph和CephX人工智能平台是脑表测量跟踪的有价值的诊断工具,但只有当手动地标校正被应用时才行.
- 正确的AI跟踪提供了准确性和显著时间节省的平衡.
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