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Determining electrically evoked compound action potential thresholds: A comparison of computer versus human analysis methods

机译:确定电诱发的化合物作用电位阈值:计算机与人分析方法的比较

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摘要

ObjectivesCurrent cochlear implants (CIs) have telemetry capabilities for measuring the electrically evoked compound action potential (ECAP). Neural Response Telemetry (NRT™; Cochlear) and Neural Response Imaging (NRI; Advanced Bionics [AB]) can measure ECAP responses across a range of stimulus levels to obtain an amplitude growth function. Software-specific algorithms automatically mark the leading negative peak, N1, and the following positive peak/plateau, P2, and apply linear regression to estimate ECAP threshold. Alternatively, clinicians may apply expert judgments to modify the peak markers placed by the software algorithms, and/or use visual detection to identify the lowest level yielding a measurable ECAP response. The goals of this study were to: (1) assess the variability between human and computer decisions for (a) marking N1 and P2, and (b) determination of linear regression threshold (LRT) and visual detection threshold (VDT); and (2) compare LRT and VDT methods within and across human and computer decision methods.
机译:目的当前的人工耳蜗(CI)具有遥测功能,可测量电诱发的复合动作电位(ECAP)。神经响应遥测(NRT™;耳蜗)和神经响应成像(NRI;高级仿生学[AB])可以在一系列刺激水平上测量ECAP响应以获得幅度增长功能。特定于软件的算法会自动标记领先的负峰N1和随后的正峰/平稳峰P2,并应用线性回归来估算ECAP阈值。替代地,临床医生可以应用专家判断来修改软件算法所放置的峰值标记,和/或使用视觉检测来识别产生可测量的ECAP响应的最低水平。这项研究的目的是:(1)评估(a)标记N1和P2,以及(b)确定线性回归阈值(LRT)和视觉检测阈值(VDT)的人机决策之间的差异; (2)比较人机和计算机决策方法内部和之间的LRT和VDT方法。

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