Trip-Related Fall Risk Prediction Based on Gait Pattern in Healthy Older Adults: A Machine-Learning Approach

Trip-Related Fall Risk Prediction Based on Gait Pattern in Healthy Older Adults: A Machine-Learning Approach

Trip perturbations are proposed to be a leading cause of falls in older adults. To prevent trip-falls, trip-related fall risk should be assessed and subsequent task-specific interventions improving recovery skills from forward balance loss should be provided to the individuals at risk of trip-fall....

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Bibliographic Details
Main Authors: Shuaijie Wang, Tuan Khang Nguyen, Tanvi Bhatt
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Sensors
Subjects:
trip
fall assessment
ensemble classification
gait characteristics
Online Access:https://www.mdpi.com/1424-8220/23/12/5536

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