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Developing a Balance Rehabilitation System for Older Adults, Based on IMU and AI: Personalized Training and Preventive Strategies
Sponsor: National Taiwan University Hospital
Summary
The aging physiological state of the elderly may lead to problems such as unstable gait, balance disorders, and falls. Previous research has confirmed that exercise training can help improve the physical function, quality of life, and reduce the risk of falls in the elderly. In order to achieve effective and continuous intervention training, somatosensory games have become a trend in recent years. Among them, the use of non-immersive virtual reality training methods not only provides training for the elderly, but also reduces the discomfort caused by the virtual environment; however, there are some limitations in clinical rehabilitation training methods, such as the lack of data-based evaluation and personalization. In order to solve the above problems, this research plan will use the inertial measurement unit as a tool for clinical monitoring and human movement assessment, and use artificial intelligence technology to evaluate and adjust the training plan according to its gait characteristics to achieve personalization Training and prevention strategies.
Official title: Developing a Balance Rehabilitation System for Older Adults, Based on Inertial Measurement Unit Sensing and Artificial Intelligence: Personalized Training and Preventive Strategies
Key Details
Gender
All
Age Range
18 Years - 80 Years
Study Type
INTERVENTIONAL
Enrollment
120
Start Date
2023-11-03
Completion Date
2026-12
Last Updated
2025-11-19
Healthy Volunteers
Yes
Conditions
Interventions
IMU-based balance training
Leveraging AI technology to identify motion deficiencies, the experimental group will undergo IMU-based balance training
general health education or exercise training
general health education or exercise training
Locations (1)
National Taiwan University, College of Medicine, School and Graduate Institute of Physical Therapy
Taipei, Taiwan