A deep learning approach to predict conductive hearing loss in patients with otitis media with effusion using otoscopic images

J Zeng, W Kang, S Chen, Y Lin, W Deng… - … –Head & Neck …, 2022 - jamanetwork.com
Importance Otitis media with effusion (OME) is one of the most common causes of acquired
conductive hearing loss (CHL). Persistent hearing loss is associated with poor childhood
speech and language development and other adverse consequence. However, to obtain
accurate and reliable hearing thresholds largely requires a high degree of cooperation from
the patients. Objective To predict CHL from otoscopic images using deep learning (DL)
techniques and a logistic regression model based on tympanic membrane features. Design …
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