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Auditory brainstem response (ABR) waveform analysis program

Auditory brainstem responses (ABR) are a high-throughput assessment of auditory function. Many studies determine changes to the threshold at frequencies that span the normal hearing range of their test subjects, but fewer studies evaluate changes in waveform morphology. The goal of developing this p...

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Detalles Bibliográficos
Autores principales: Burke, Kali, Burke, Matthew, Lauer, Amanda M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577057/
https://www.ncbi.nlm.nih.gov/pubmed/37846351
http://dx.doi.org/10.1016/j.mex.2023.102414
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author Burke, Kali
Burke, Matthew
Lauer, Amanda M.
author_facet Burke, Kali
Burke, Matthew
Lauer, Amanda M.
author_sort Burke, Kali
collection PubMed
description Auditory brainstem responses (ABR) are a high-throughput assessment of auditory function. Many studies determine changes to the threshold at frequencies that span the normal hearing range of their test subjects, but fewer studies evaluate changes in waveform morphology. The goal of developing this program was to make a user-friendly semiautomatic peak-detection algorithm to encourage widespread analysis of the amplitudes and latencies of the ABR, which may yield informative details about the integrity of the auditory system with development, aging, genetic manipulations, or damaging conditions. This method incorporates automated peak detection with manual override and inter-rater validation to calculate the amplitude and latency for waves 1–5, as well as interpeak latencies and amplitude ratios between waves. The output includes raw data and calculations in a format compatible with graphical and statistical software. • The method yields a high-throughput peak-detection algorithm with manual override and inter-rater capabilities to streamline ABR waveform analysis. • Data output includes amplitudes, latencies, amplitude ratios, and interpeak latencies for generation of input-output curves. • While complete automation of peak detection with this tool is dependent on good signal-to-noise ratios, relevant amplitude and latency calculations are fully automated, and manual spot-checking is simplified to significantly reduce the time to analyze waveforms.
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spelling pubmed-105770572023-10-16 Auditory brainstem response (ABR) waveform analysis program Burke, Kali Burke, Matthew Lauer, Amanda M. MethodsX Neuroscience Auditory brainstem responses (ABR) are a high-throughput assessment of auditory function. Many studies determine changes to the threshold at frequencies that span the normal hearing range of their test subjects, but fewer studies evaluate changes in waveform morphology. The goal of developing this program was to make a user-friendly semiautomatic peak-detection algorithm to encourage widespread analysis of the amplitudes and latencies of the ABR, which may yield informative details about the integrity of the auditory system with development, aging, genetic manipulations, or damaging conditions. This method incorporates automated peak detection with manual override and inter-rater validation to calculate the amplitude and latency for waves 1–5, as well as interpeak latencies and amplitude ratios between waves. The output includes raw data and calculations in a format compatible with graphical and statistical software. • The method yields a high-throughput peak-detection algorithm with manual override and inter-rater capabilities to streamline ABR waveform analysis. • Data output includes amplitudes, latencies, amplitude ratios, and interpeak latencies for generation of input-output curves. • While complete automation of peak detection with this tool is dependent on good signal-to-noise ratios, relevant amplitude and latency calculations are fully automated, and manual spot-checking is simplified to significantly reduce the time to analyze waveforms. Elsevier 2023-10-04 /pmc/articles/PMC10577057/ /pubmed/37846351 http://dx.doi.org/10.1016/j.mex.2023.102414 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Neuroscience
Burke, Kali
Burke, Matthew
Lauer, Amanda M.
Auditory brainstem response (ABR) waveform analysis program
title Auditory brainstem response (ABR) waveform analysis program
title_full Auditory brainstem response (ABR) waveform analysis program
title_fullStr Auditory brainstem response (ABR) waveform analysis program
title_full_unstemmed Auditory brainstem response (ABR) waveform analysis program
title_short Auditory brainstem response (ABR) waveform analysis program
title_sort auditory brainstem response (abr) waveform analysis program
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577057/
https://www.ncbi.nlm.nih.gov/pubmed/37846351
http://dx.doi.org/10.1016/j.mex.2023.102414
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