Perceptions of a machine learning-based lower-limb exercise training system among older adults with knee pain.

ABSTRACT:

Objective

To facilitate the older adults with knee pain to perform exercises and improve knee health, we proposed the design of a machine learning-based system for lower-limb exercise training that features three main components: video demonstration of exercises, real-time movement feedback, and tracking of exercise progress. At this early stage of design, we aimed to examine the perceptions of a paper-based prototype among older adults with knee pain and investigate the factors that may influence their perceptions of the system.

Methods

A cross-sectional survey of the participants' (N = 94) perceptions of the system was conducted using a questionnaire, which assessed their perceived effects of the system, perceived ease of use of the system, attitude toward the syste

SUBMITTER: Chen T 

PROVIDER: S-EPMC10328003 | biostudies-literature | 2023 Jan-Dec

REPOSITORIES: biostudies-literature