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...
Autores principales: | , , , , , , , , , , |
---|---|
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 |