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A Method for Tracking the Time Evolution of Steady-State Evoked Potentials
Published on: May 25, 2019
Phase stability of auditory steady state responses in newborn infants
Jong Min Choi1, David W Purcell, M Sasha John
1National Centre for Audiology, The University of Western Ontario, Ontario, Canada.
Insights
Auditory steady state responses (ASSRs) in infants show stable phase values, enabling faster and more accurate detection using phase-biasing techniques. This method improves efficiency in auditory assessments for newborns and young infants.
Area of Science:
- Auditory Neuroscience
- Infant Hearing Assessment
- Signal Processing in Bioacoustics
Background:
- Auditory steady state responses (ASSRs) are crucial for evaluating auditory pathway function in infants.
- Amplitude-modulated (AM) tones are commonly used to elicit ASSRs, but their phase characteristics require further investigation for improved detection.
- Existing methods for ASSR detection in infants can be time-consuming and may lack optimal sensitivity.
Purpose of the Study:
- To investigate the phase characteristics of ASSRs evoked by exponentially AM tones in newborn and young infants.
- To evaluate the efficacy of phase-biasing statistical techniques, including self-normative methods, for enhancing ASSR detection.
- To determine if stable phase information can reduce testing time and improve detection rates in infant auditory assessments.
Main Methods:
- Recorded multiple ASSRs in 44 newborn and 15 older infants using four simultaneous AM tonal carriers (0.5, 1, 2, 4 kHz) at 50 dB SPL.
- Analyzed data offline focusing on phase values and employed a phase-weighted t test (PWT) and interstimulus PWT (iPWT) for response detection.
- Compared fixed vs. variable test durations and population normative vs. self-normative phase values for optimizing detection accuracy and efficiency.
Main Results:
- ASSR phases were found to be stable across both infant groups and showed consistent patterns relative to carrier frequencies.
- The interstimulus phase-weighted t test (iPWT) with variable test durations significantly reduced testing time (by approximately 50%) while maintaining or improving detection rates compared to fixed-duration F-tests.
- Self-normative phase values provided slightly more accurate phase estimates than population normative values for response detection.
Conclusions:
- Phase responses of ASSRs evoked by AM tones are stable in newborn and young infants, supporting their use in auditory assessments.
- Phase-biasing methods, particularly the iPWT technique with variable test durations, can effectively reduce test time and increase detection rates in the Multiple Auditory Steady State Response (MASTER) technique.
- Self-normative phase difference values offer superior phase estimation for response detection compared to average population phases, enhancing the efficiency of infant hearing evaluations.
Objectives:
This study examined the phases of auditory steady state responses (ASSRs) evoked by exponentially amplitude-modulated (AM) tones in 44 newborn infants (within 3 days of birth) and in 15 older infants (within 3 to 15 wks of birth). Our hypothesis was that the phases of the ASSRs would show orderly changes with modulation rate/carrier frequency and that this stability could be used with phase-biasing statistical techniques to augment response detection.
Design:
Multiple ASSRs were recorded to four modulated tonal carriers with intensities of 50 dB SPL, which were combined and presented simultaneously. The carriers of 0.5, 1, 2, and 4 kHz were modulated at rates between 78 and 95 Hz. Recordings lasted 12.3 mins. Data were analyzed offline with particular attention to phase and its possible exploitation in response detection using a phase-weighted t test (PWT). Population normative phase values were compared with self-normative values. The latter uses phase estimates from ASSRs that are detected at an earlier time to estimate expected phases of ASSRs, which have not yet been detected. This was implemented as an interstimulus phase-weighted t test (iPWT). A secondary analysis compared using fixed test durations where data were evaluated once at the end of the recording with variable test durations where data were evaluated after every sweep.
Results:
Average phases were not statistically different between the newborn and older infants. The mean ASSR phases across both infant groups were 10°, 36°, 83°, and 110° in the left ear and 78°, 97°, 135°, and 138° in the right ear for the four modulated carriers, respectively. Of a total of 172 detected ASSRs across the four carriers, 63% (109/172), 84% (144/172), and 99% (170/172) of the phase values fell within ±30°, ±45°, and ±90° of the population mean values, respectively. Self-normative phase values were slightly closer to actual measured phases, than population normative values. Compared with the F test, with a fixed duration, the iPWT technique did slightly better (71.7% versus 77.1% detected). Compared with the F test, with variable test duration, test time was reduced using the iPWT technique for normal and weighted averaging by 4 and 2.9 sweeps (66 and 48 secs), respectively, while false-positive rates were maintained. Compared with tests that relied on the F-ratio and a fixed time of 12.3 mins, using variable test times and the iPWT approach resulted in a halving of test time, while slightly improving comparable ASSR detection rates (66.7% versus 72.5%). An inter-ear average phase difference of 52° was found, which was not accounted for by modulation rates used for left/right ears. Converting phase to latency yielded similar results to prior studies.
Conclusions:
The phase responses of ASSRs evoked by AM tones are stable in newborn and young infants. When using the multiple auditory steady state response (MASTER) technique, it is possible to employ phase-biasing methods to reduce test time and increase detection rates. Using self-normative intrastimulus phase difference values provides better estimated phases than average population phases for purposes of response detection.
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