Identifying Individuals Who Currently Report Feelings of Anxiety Using Walking Gait and Quiet Balance: An Exploratory Study Using Machine Learning

Identifying Individuals Who Currently Report Feelings of Anxiety Using Walking Gait and Quiet Balance: An Exploratory Study Using Machine Learning

Literature suggests that anxiety affects gait and balance among young adults. However, previous studies using machine learning (ML) have only used gait to identify individuals who report feeling anxious. Therefore, the purpose of this study was to identify individuals who report feeling anxious at t...

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Bibliographic Details
Main Authors: Maggie Stark, Haikun Huang, Lap-Fai Yu, Rebecca Martin, Ryan McCarthy, Emily Locke, Chelsea Yager, Ahmed Ali Torad, Ahmed Mahmoud Kadry, Mostafa Ali Elwan, Matthew Lee Smith, Dylan Bradley, Ali Boolani
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Sensors
Subjects:
anxiety
gait
mCTSIB
balance
sensors
APDM monitors
Online Access:https://www.mdpi.com/1424-8220/22/9/3163

Internet

https://www.mdpi.com/1424-8220/22/9/3163

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