An advanced machine learning approach for high accuracy automated diagnosis of otitis media with effusion in different age groups using 3D wideband acoustic immittance

Grais, Emad M.; Nie, Leixin; Zou, Bin; Wang, Xiaoya; Rahim, Tariq; Sun, Jing; Li, Shuna; Wang, Jie; Jiang, Wen; Cai, Yuexin; Yang, Haidi; Zhao, Fei

doi:10.1016/j.bspc.2023.105525

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2024

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Cited by 2 publications

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Natural Product-Based Treatment of Ear Infection

Lenka,

Swain,

Dubey

2024

Natural Products for Antibacterial Drug Development: Recent Advancement of Computational Approach

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Natural Product-Based Treatment of Ear Infection

Lenka,

Swain,

Dubey

2024

Natural Products for Antibacterial Drug Development: Recent Advancement of Computational Approach

View full text Add to dashboard Cite

Survey of Wideband Acoustic Immittance Use by Clinical Audiologists

Al-Salim,

Skretta,

Merchant

2024

Am J Audiol

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Purpose: middle-ear mechanics. In contrast to standard tympanometry, which is generally measured at a single stiffness-dominated low frequency, WAI detects mechanical effects on both the mass and stiffness properties of the middle ear across a wide range of frequencies, resulting in a more comprehensive assessment of middle-ear mechanics in healthy and pathological ears. Despite a plethora of research demonstrating the clinical utility of this measure, clinical adoption of WAI is still limited. This work explores audiologists' use and perceptions of WAI, with the goal of identifying the barriers to its clinical adoption. Method: A survey on the perception and use of WAI by clinical audiologists in the United States was developed and administered using the Research Electronic Data Capture application. The survey was distributed broadly across the United States. Participation was voluntary and anonymous, and no compensation was provided. Results: Findings from 132 survey respondents across 32 states were included in the analyses. Overall, findings suggest the largest barriers to clinical adoption of WAI are lack of access to equipment that measures WAI and lack of training and/or confidence in measuring or interpreting WAI. Conclusions: Several barriers to clinical adoption of WAI were identified. However, findings also provide optimism in that audiologists utilizing WAI find it more useful than standard tympanometry, and most audiologists who do not currently use WAI are open to implementing the measure in their clinical practice. We proposed steps to address the highest priority issues and increase the clinical viability of WAI.

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An advanced machine learning approach for high accuracy automated diagnosis of otitis media with effusion in different age groups using 3D wideband acoustic immittance

Cited by 2 publications

References 45 publications

Natural Product-Based Treatment of Ear Infection

Natural Product-Based Treatment of Ear Infection

Survey of Wideband Acoustic Immittance Use by Clinical Audiologists

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