Paukkunen Antti K O, Leminen Miika M, Sepponen Raimo
Applied Electronics Unit, Department of Electronics, Helsinki University of Technology Espoo, Finland.
Front Neuroeng. 2010 Mar 16;3:2. doi: 10.3389/fneng.2010.00002. eCollection 2010.
Reliable measurements are mandatory in clinically relevant auditory event-related potential (AERP)-based tools and applications. The comparability of the results gets worse as a result of variations in the remaining measurement error. A potential method is studied that allows optimization of the length of the recording session according to the concurrent quality of the recorded data. In this way, the sufficiency of the trials can be better guaranteed, which enables control of the remaining measurement error. The suggested method is based on monitoring the signal-to-noise ratio (SNR) and remaining measurement error which are compared to predefined threshold values. The SNR test is well defined, but the criterion for the measurement error test still requires further empirical testing in practice. According to the results, the reproducibility of average AERPs in repeated experiments is improved in comparison to a case where the number of recorded trials is constant. The test-retest reliability is not significantly changed on average but the between-subject variation in the value is reduced by 33-35%. The optimization of the number of trials also prevents excessive recordings which might be of practical interest especially in the clinical context. The efficiency of the method may be further increased by implementing online tools that improve data consistency.
在基于临床相关听觉事件相关电位(AERP)的工具和应用中,可靠的测量是必不可少的。由于剩余测量误差的变化,结果的可比性会变差。研究了一种潜在的方法,该方法可以根据记录数据的并发质量优化记录会话的时长。通过这种方式,可以更好地保证试验的充分性,从而能够控制剩余测量误差。所建议的方法基于监测信噪比(SNR)和剩余测量误差,并将其与预定义的阈值进行比较。SNR测试定义明确,但测量误差测试的标准在实际中仍需进一步的实证检验。根据结果,与记录试验次数恒定的情况相比,重复实验中平均AERP的可重复性得到了提高。重测信度平均没有显著变化,但该值的受试者间变异减少了33 - 35%。试验次数的优化还可以防止过度记录,这在临床环境中可能具有实际意义。通过实施提高数据一致性的在线工具,该方法的效率可能会进一步提高。