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ZENODO
Preprint . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2024
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2024
License: CC BY
Data sources: Datacite
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Online database of published wideband acoustic immittance (WAI) measurements

Authors: Voss, Susan E.; Sun, Jiayi; Horton, Nicholas J.;

Online database of published wideband acoustic immittance (WAI) measurements

Abstract

The only public-facing database of published WAI measurements has been designed, constructed, and deployed. The database has evolved over the past nine years and now includes ears of all ages, both normal and abnormal ears, and ear canals in both ambient and pressurized conditions. The database is implemented in MySQL, is hosted on a server at Smith College, and can be accessed via a corresponding website (doi.org/10.35482/egr.001.2022). Anyone can access the database and researchers are encouraged to submit published data for inclusion in the database; the website includes directions to submit and download data, code books for all data columns, and a Shiny Web Application to allow for real-time dynamic exploration of the data. The database contains nearly 5 million rows of WAI data from 43 publications that total 12,644 ears with labeled hearing status from 8,697 unique subjects. About 91% of these data come from normal-hearing ears with the remaining 9% coming primarily from ears with middle-ear fluid but also from ears with a range of abnormalities including 128 ears with stapes fixation. Details about the content and structure of the database and a certification process that confirms that all database rows match their respective publication will be described. Researchers can utilize the database for many reasons, including complementing the new NIH data sharing requirements, comparing new data to previously published data, comparing WAI measurements across different measurement equipment and ear conditions, and downloading data to inform future modeling and machine-learning efforts.

The only public-facing database of published WAI measurements has been designed, constructed, and deployed. The database has evolved over the past nine years and now includes ears of all ages, both normal and abnormal ears, and ear canals in both ambient and pressurized conditions. The database is implemented in MySQL, is hosted on a server at Smith College, and can be accessed via a corresponding website (doi.org/10.35482/egr.001.2022). Anyone can access the database and researchers are encouraged to submit published data for inclusion in the database; the website includes directions to submit and download data, code books for all data columns, and a Shiny Web Application to allow for real-time dynamic exploration of the data. The database contains nearly 5 million rows of WAI data from 43 publications that total 12,644 ears with labeled hearing status from 8,697 unique subjects. About 91% of these data come from normal-hearing ears with the remaining 9% coming primarily from ears with middle-ear fluid but also from ears with a range of abnormalities including 128 ears with stapes fixation. Details about the content and structure of the database and a certification process that confirms that all database rows match their respective publication will be described. Researchers can utilize the database for many reasons, including complementing the new NIH data sharing requirements, comparing new data to previously published data, comparing WAI measurements across different measurement equipment and ear conditions, and downloading data to inform future modeling and machine-learning efforts.

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Keywords

Middle Ear Mechanics

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    Impact byBIP!
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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green