TY - JOUR
T1 - The influence of otitis media with effusion on middle-ear impedance estimated from wideband acoustic immittance measurements
AU - Merchant, Gabrielle R.
AU - Neely, Stephen T.
N1 - Funding Information:
P20GM109023 and the National Institute on Deafness and Other Communication Disorders under Award No. R01DC008318.
Funding Information:
The research reported in this publication was supported by the National Institutes of Health through the National Institute of General Medical Sciences under Award No.
Publisher Copyright:
© 2021 Acoustical Society of America.
PY - 2021/8/1
Y1 - 2021/8/1
N2 - The goal of this work was to estimate the middle-ear input impedance (Z me) from wideband acoustic immittance (WAI) measures and determine whether Z me improves the clinical utility of WAI. The data used in this study were from a previously reported set of WAI measurements in ears with otitis media with effusion [OME; Merchant, Al-Salim, Tempero, Fitzpatrick, and Neely (2021). Ear Hear., published online]. Ears with OME were grouped based on effusion volume, which was confirmed during tube surgery. Z me was estimated from the measured ear-canal impedance. An electrical-analog model of ear-canal acoustics and middle-ear mechanics was used to model the ear canal and Z me. The model results fit the measured responses well for all conditions. A regression approach was used to classify the responses of different variable types to effusion volume groups and determine the specificity and sensitivity of the binary classifications. The Z me magnitude increased with increasing effusion volume. The area under the receiver operating characteristic curve (AUC) was compared for binary decisions of the OME categories. The Z me estimate resulted in a clinically meaningful improvement in the AUC for distinguishing healthy ears from ears with OME. Overall, these results suggest that Z me estimation may provide useful information of potential clinical value to improve the diagnostic utility of WAI measurements for OME.
AB - The goal of this work was to estimate the middle-ear input impedance (Z me) from wideband acoustic immittance (WAI) measures and determine whether Z me improves the clinical utility of WAI. The data used in this study were from a previously reported set of WAI measurements in ears with otitis media with effusion [OME; Merchant, Al-Salim, Tempero, Fitzpatrick, and Neely (2021). Ear Hear., published online]. Ears with OME were grouped based on effusion volume, which was confirmed during tube surgery. Z me was estimated from the measured ear-canal impedance. An electrical-analog model of ear-canal acoustics and middle-ear mechanics was used to model the ear canal and Z me. The model results fit the measured responses well for all conditions. A regression approach was used to classify the responses of different variable types to effusion volume groups and determine the specificity and sensitivity of the binary classifications. The Z me magnitude increased with increasing effusion volume. The area under the receiver operating characteristic curve (AUC) was compared for binary decisions of the OME categories. The Z me estimate resulted in a clinically meaningful improvement in the AUC for distinguishing healthy ears from ears with OME. Overall, these results suggest that Z me estimation may provide useful information of potential clinical value to improve the diagnostic utility of WAI measurements for OME.
UR - http://www.scopus.com/inward/record.url?scp=85112391262&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85112391262&partnerID=8YFLogxK
U2 - 10.1121/10.0005822
DO - 10.1121/10.0005822
M3 - Article
C2 - 34470321
AN - SCOPUS:85112391262
SN - 0001-4966
VL - 150
SP - 969
EP - 978
JO - Journal of the Acoustical Society of America
JF - Journal of the Acoustical Society of America
IS - 2
ER -