The relationship between activities of daily living and speech impediments based on evidence from statistical and machine learning analyses

The relationship between activities of daily living and speech impediments based on evidence from statistical and machine learning analyses

IntroductionSpeech impediments (SIs) are increasingly prevalent among middle-aged and older adults, raising concerns within public health. Early detection of potential SI in this demographic is critical. This study investigates the potential of Activities of Daily Living (ADL) as a predictive marker...

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Bibliographic Details
Main Authors: Liu Jun, Hongguo Li, Yu Mao, Lan Hu, Dan Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Public Health
Subjects:
activities of daily living
speech impediments
machine learning algorithm
the China health and retirement longitudinal survey
Barthel index
support vector machine
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2025.1491527/full
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