Optimizing age-related hearing risk predictions: an advanced machine learning integration with HHIE-S

Optimizing age-related hearing risk predictions: an advanced machine learning integration with HHIE-S

Abstract Objectives The elderly are disproportionately affected by age-related hearing loss (ARHL). Despite being a well-known tool for ARHL evaluation, the Hearing Handicap Inventory for the Elderly Screening version (HHIE-S) has only traditionally been used for direct screening using self-reported...

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Bibliographic Details
Main Authors: Tzong-Hann Yang, Yu-Fu Chen, Yen-Fu Cheng, Jue-Ni Huang, Chuan-Song Wu, Yuan-Chia Chu
Format: Article
Language:English
Published: BMC 2023-12-01
Series:BioData Mining
Subjects:
Age-related
Hearing loss
LGBM
Machine learning
HHIE-S
Predictive enhancement
Online Access:https://doi.org/10.1186/s13040-023-00351-z

Internet

https://doi.org/10.1186/s13040-023-00351-z

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