Development and Validation of a Machine Learning Method Using Vocal Biomarkers for Identifying Frailty in Community-Dwelling Older Adults: Cross-Sectional Study

Development and Validation of a Machine Learning Method Using Vocal Biomarkers for Identifying Frailty in Community-Dwelling Older Adults: Cross-Sectional Study

Abstract BackgroundThe two most commonly used methods to identify frailty are the frailty phenotype and the frailty index. However, both methods have limitations in clinical application. In addition, methods for measuring frailty have not yet been standardized. Obj...

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Bibliographic Details
Main Authors: Taehwan Kim, Jung-Yeon Choi, Myung Jin Ko, Kwang-il Kim
Format: Article
Language:English
Published: JMIR Publications 2025-01-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2025/1/e57298
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