Machine Learning Prediction of Objective Hearing Loss With Demographics, Clinical Factors, and Subjective Hearing Status.

Tyler J GathmanJanet S ChoiRanveer M S VasdevJamee A SchoephoersterMeredith E Adams

Published in: Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery (2023)

The ML model was able to predict PTA with patient demographics, clinical factors, and subjective hearing status. ML-based prediction may be used to identify individuals who could benefit most from audiometric evaluation.

Keyphrases

hearing loss
machine learning
sleep quality
case report
physical activity
deep learning