Cargando…

Real-time threshold determination of auditory brainstem responses by cross-correlation analysis

Auditory brainstem response (ABR) serves as an objective indication of auditory perception at a given sound level and is nowadays widely used in hearing function assessment. Despite efforts for automation over decades, ABR threshold determination by machine algorithms remains unreliable and thereby...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Haoyu, Li, Bei, Lu, Yan, Han, Kun, Sheng, Haibin, Zhou, Jialei, Qi, Yumeng, Wang, Xueling, Huang, Zhiwu, Song, Lei, Hua, Yunfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571499/
https://www.ncbi.nlm.nih.gov/pubmed/34765914
http://dx.doi.org/10.1016/j.isci.2021.103285
_version_ 1784595034089193472
author Wang, Haoyu
Li, Bei
Lu, Yan
Han, Kun
Sheng, Haibin
Zhou, Jialei
Qi, Yumeng
Wang, Xueling
Huang, Zhiwu
Song, Lei
Hua, Yunfeng
author_facet Wang, Haoyu
Li, Bei
Lu, Yan
Han, Kun
Sheng, Haibin
Zhou, Jialei
Qi, Yumeng
Wang, Xueling
Huang, Zhiwu
Song, Lei
Hua, Yunfeng
author_sort Wang, Haoyu
collection PubMed
description Auditory brainstem response (ABR) serves as an objective indication of auditory perception at a given sound level and is nowadays widely used in hearing function assessment. Despite efforts for automation over decades, ABR threshold determination by machine algorithms remains unreliable and thereby one still relies on visual identification by trained personnel. Here, we described a procedure for automatic threshold determination that can be used in both animal and human ABR tests. The method terminates level averaging of ABR recordings upon detection of time-locked waveform through cross-correlation analysis. The threshold level was then indicated by a dramatic increase in the sweep numbers required to produce “qualified” level averaging. A good match was obtained between the algorithm outcome and the human readouts. Moreover, the method varies the level averaging based on the cross-correlation, thereby adapting to the signal-to-noise ratio of sweep recordings. These features empower a robust and fully automated ABR test.
format Online
Article
Text
id pubmed-8571499
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-85714992021-11-10 Real-time threshold determination of auditory brainstem responses by cross-correlation analysis Wang, Haoyu Li, Bei Lu, Yan Han, Kun Sheng, Haibin Zhou, Jialei Qi, Yumeng Wang, Xueling Huang, Zhiwu Song, Lei Hua, Yunfeng iScience Article Auditory brainstem response (ABR) serves as an objective indication of auditory perception at a given sound level and is nowadays widely used in hearing function assessment. Despite efforts for automation over decades, ABR threshold determination by machine algorithms remains unreliable and thereby one still relies on visual identification by trained personnel. Here, we described a procedure for automatic threshold determination that can be used in both animal and human ABR tests. The method terminates level averaging of ABR recordings upon detection of time-locked waveform through cross-correlation analysis. The threshold level was then indicated by a dramatic increase in the sweep numbers required to produce “qualified” level averaging. A good match was obtained between the algorithm outcome and the human readouts. Moreover, the method varies the level averaging based on the cross-correlation, thereby adapting to the signal-to-noise ratio of sweep recordings. These features empower a robust and fully automated ABR test. Elsevier 2021-10-14 /pmc/articles/PMC8571499/ /pubmed/34765914 http://dx.doi.org/10.1016/j.isci.2021.103285 Text en © 2021 The Author(s) 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 Article
Wang, Haoyu
Li, Bei
Lu, Yan
Han, Kun
Sheng, Haibin
Zhou, Jialei
Qi, Yumeng
Wang, Xueling
Huang, Zhiwu
Song, Lei
Hua, Yunfeng
Real-time threshold determination of auditory brainstem responses by cross-correlation analysis
title Real-time threshold determination of auditory brainstem responses by cross-correlation analysis
title_full Real-time threshold determination of auditory brainstem responses by cross-correlation analysis
title_fullStr Real-time threshold determination of auditory brainstem responses by cross-correlation analysis
title_full_unstemmed Real-time threshold determination of auditory brainstem responses by cross-correlation analysis
title_short Real-time threshold determination of auditory brainstem responses by cross-correlation analysis
title_sort real-time threshold determination of auditory brainstem responses by cross-correlation analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571499/
https://www.ncbi.nlm.nih.gov/pubmed/34765914
http://dx.doi.org/10.1016/j.isci.2021.103285
work_keys_str_mv AT wanghaoyu realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT libei realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT luyan realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT hankun realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT shenghaibin realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT zhoujialei realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT qiyumeng realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT wangxueling realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT huangzhiwu realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT songlei realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis
AT huayunfeng realtimethresholddeterminationofauditorybrainstemresponsesbycrosscorrelationanalysis