A Novel Representation of Audiological and Subjective Findings for Acoustical, Bone Conduction and Direct Drive Hearing Solutions.

Georg Mathias SprinzlAstrid MagelePhilipp SchoergRudolf HagenKristen Rak Anja KurzPaul Van de HeyningMiryam Calvino Luis Lassaletta Javier Gavilán

Published in: Journal of personalized medicine (2023)

The HEARRING graph allowed representation of a combination of audiological measures with patient reported outcomes in one single graph, indicating the overall benefit of the intervention. In addition, the correlation and consistency between some results (e.g., aided threshold and aided WRS) can be better visualized. Those users who lacked performance benefits on one or more parameters and called for further insight could be visually identified.

Keyphrases

patient reported outcomes
neural network
convolutional neural network
randomized controlled trial
bone mineral density
hearing loss
bone loss
deep learning
sleep quality
physical activity