Using correlation analysis to assess the reliability of evoked potential components identified by signal averaging

Jackie Campbell*, Massimo Leandri

*Corresponding author for this work

Research output: Contribution to JournalArticle

Abstract

Background
Signal averaging is the conventional method of enhancing the signal-to-noise ratio in recordings of evoked potentials (EPs) from the skin surface in humans. However there may be difficulties in reliably identifying the features of interest especially when a low number of trials are averaged or when large artefacts with similar waveform as the signal are present.
New Method
This method uses the median cross-correlation coefficient of every possible pair of recording repetitions within user-defined windows across the time course of the evoked potential. This is shown to be a good surrogate of signal-to-noise ratio and can be superimposed on the averaged trace to provide reliability information for all components of interest.
Results
We applied our method both to simulated signals embedded within the noise component of EP recordings and to real examples of somatosensory EPs. We demonstrated that it can assess the reliability of recorded components independently from their amplitude and could identify artefacts which mimicked genuine components.
Comparison with existing methods
There have been a number of previous approaches to this problem but none has found widespread support. This method adds additional information to a common existing technique and is easy to interpret and apply.
Conclusions
This method is used as a visual adjunct to the existing interpretation of averaged evoked potentials and will allow judgements of the reliability of each observed component to be made. This is particularly valuable for situations where few repetitions are possible such as nociceptive evoked potentials, which are of increasing clinical interest.
Original languageEnglish
JournalJournal of Neuroscience Methods
Volume340
Early online date1 May 2020
DOIs
Publication statusPublished - 1 Jul 2020

Keywords

  • Evoked potentials; event related potentials; reliability; correlation analysis; nociceptive evoked potentials

Fingerprint Dive into the research topics of 'Using correlation analysis to assess the reliability of evoked potential components identified by signal averaging'. Together they form a unique fingerprint.

  • Cite this