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在临床环境中GRBASzero的可靠性和有效性
Yang Liu1, Chun Zhang1, Zhi Liu1
1Department of Otolaryngology-Head and Neck Surgery, The 6th Medical Center of Chinese PLA General Hospital, Beijing, China.
概括
在临床语音评估中,GRBASzero工具的可靠性和有效性不佳. 它在现实环境中的性能不符合临床标准,需要大幅度改进.
科学领域:
- 语音和听力科学 语言和听力科学
- 临床声学 临床声学
- 语音障碍 诊断 诊断 语音障碍 诊断
背景情况:
- 格拉巴斯尺度是主观语音质量评估的标准.
- 需要客观的语音分析工具来补充主观的评估.
- GRBASzero是一个新的工具,旨在自动化语音分析.
研究的目的:
- 评估GRBASzero工具的临床可靠性和有效性.
- 为了确定GRBASzero是否符合临床语音测试的要求.
主要方法:
- 使用两个独立数据集 (n=283和n=287) 评估GRBASzero的可靠性和有效性.
- 将GRBASzero评级与人类专家评估 (GRBAS) 进行了比较.
- 雇佣了Fleiss Kappa的可靠性和有效性的类内相关系数.
主要成果:
- GRBASzero表现出较差的测试-重新测试可靠性,特征A和S显示随机一致性.
- GRBASzero和人类专家之间的协议在所有特征上都是糟糕的,除了数据集1中的B.
- 数据集2还显示了GRBASzero和人类专家评级之间的差异.
结论:
- 对于临床使用,GRBASzero的可靠性和有效性不足.
- 该工具需要大量优化,才能在临床环境中可靠地应用.
- 目前的表现表明GRBASzero不符合临床语音评估所需的标准.
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