Review of the upright balance assessment based on the force plate

B Chen, P Liu, F **ao, Z Liu, Y Wang - International journal of …, 2021 - mdpi.com
Quantitative assessment is crucial for the evaluation of human postural balance. The force
plate system is the key quantitative balance assessment method. The purpose of this study …

Deep neural networks for human's fall-risk prediction using force-plate time series signal

M Savadkoohi, T Oladunni, LA Thompson - Expert systems with …, 2021 - Elsevier
Early and accurate identification of the balance deficits could reduce falls, in particular for
older adults, a prone population. Our work investigates deep neural networks' capacity to …

Fall risk classification with posturographic parameters in community-dwelling older adults: a machine learning and explainable artificial intelligence approach

HW Liang, R Ameri, S Band, HS Chen, SY Ho… - … of neuroengineering and …, 2024 - Springer
Background Computerized posturography obtained in standing conditions has been applied
to classify fall risk for older adults or disease groups. Combining machine learning (ML) …

[HTML][HTML] A Virtual Reality-Based Simulation Tool for Assessing the Risk of Falls in Older Adults

MA Ahmad, ÉR Gouveia, S Bermúdez i Badia - Applied Sciences, 2024 - mdpi.com
Falls are considered a significant cause of disability, pain, and premature deaths in older
adults, often due to sedentary lifestyles and various risk factors. Combining immersive virtual …

Postural stability assessment method and its validation based on plantar three-partition distributed force measurement

B Chen, X Ma, R Dong, F **ao, P Chen, Y Wang - Measurement, 2022 - Elsevier
Based on the biomechanical properties of the foot, A novel distributed force measurement
method was proposed, and then verified the effectiveness of using obtained distributed force …

Cutoff Point of Mini-Balance Evaluation Systems Test Scores for Elderly Estimated by Center of Pressure Measurements by Linear Regression and Decision Tree …

WY Liao, YH Chu, FY Liu, KM Chang, LW Chou - Life, 2022 - mdpi.com
Background: Understanding balance ability and assessing the risk of possible falls are very
important for elderly rehabilitation. The Mini-Balanced Evaluation System Test (Mini …

Analysis of the relation between balance control subsystems: a structural equation modeling approach

K Wu, J Zhang, AWA Mohsen, Z Wang… - IEEE transactions on …, 2024 - ieeexplore.ieee.org
Balance plays a crucial role in human life and social activities. Maintaining balance is a
relatively complex process that requires the participation of various balance control …

Enhancing age-related postural sway classification using partial least squares-discriminant analysis and hybrid feature set

V Alcan - Neural Computing and Applications, 2024 - Springer
Feature sets in a machine learning algorithm can have an impact on the robustness,
interpretability, and characterization of the data. To detect age-related changes, traditional …

An AI-Based Exergame to Assist Occupational and Physical Therapy

C Pattison, A Steffen, M Roopaei - 2023 IEEE World AI IoT …, 2023 - ieeexplore.ieee.org
Artificial Intelligence (AI) will become more prominent in healthcare as the industry continues
to rapidly expand. Specifically, Occupational Therapy and Physical Therapy (OT&PT) are …

Exploring Achilles Tendon Vibration Data Classification for Balance Training: A Wavelet-Based Machine Learning Approach

X Ning, Y Kim, SD Min, X Guo, JG Ho - IEEE Access, 2024 - ieeexplore.ieee.org
Balance training is widely used to improve stability, and Achilles tendon vibration is an
effective method. However, evaluation of training progress often relies on Center of Pressure …