A comparison of machine learning models' accuracy in predicting lower-limb joints' kinematics, kinetics, and muscle forces from wearable sensors
A combination of wearable sensors' data and Machine Learning (ML) techniques has been
used in many studies to predict specific joint angles and moments. The aim of this study was …
used in many studies to predict specific joint angles and moments. The aim of this study was …
A scoping review of applications of artificial intelligence in kinematics and kinetics of ankle sprains-current state-of-the-art and future prospects
Background Despite the existence of evidence-based rehabilitation strategies that address
biomechanical deficits, the persistence of recurrent ankle problems in 70% of patients with …
biomechanical deficits, the persistence of recurrent ankle problems in 70% of patients with …
Lower body joint angle prediction using machine learning and applied biomechanical inverse dynamics
Extreme angles in lower body joints may adversely increase the risk of injury to joints. These
injuries are common in the workplace and cause persistent pain and significant financial …
injuries are common in the workplace and cause persistent pain and significant financial …
The effect of imu sensor location, number of features, and window size on a random forest model's accuracy in predicting joint kinematics and kinetics during gait
Using inertial measurement units (IMUs) in combination with machine learning (ML)
techniques has become a common approach for predicting specific gait time series, such as …
techniques has become a common approach for predicting specific gait time series, such as …
A novel framework for designing a multi-DoF prosthetic wrist control using machine learning
Prosthetic arms can significantly increase the upper limb function of individuals with upper
limb loss, however despite the development of various multi-DoF prosthetic arms the rate of …
limb loss, however despite the development of various multi-DoF prosthetic arms the rate of …
3D gait analysis in children using wearable sensors: feasibility of predicting joint kinematics and kinetics with personalized machine learning models and inertial …
S Mohammadi Moghadam, P Ortega Auriol… - … in Bioengineering and …, 2024 - frontiersin.org
Introduction: Children's walking patterns evolve with age, exhibiting less repetitiveness at a
young age and more variability than adults. Three-dimensional gait analysis (3DGA) is …
young age and more variability than adults. Three-dimensional gait analysis (3DGA) is …
Analysis of human ambulation as a chaotic time-series: with nonlinear dynamics tools
M Al Kouzbary, H Al Kouzbary, J Liu… - Computer Methods in …, 2024 - Taylor & Francis
The aim of the present study is to investigate the complexity and stability of human
ambulation and the implications on robotic prostheses control systems. Fourteen healthy …
ambulation and the implications on robotic prostheses control systems. Fourteen healthy …
Enhancing Joint Motion Prediction for Individuals with Limb Loss Through Model Reprogramming
S Dey, SR Nair - arXiv preprint arXiv:2403.06569, 2024 - arxiv.org
Mobility impairment caused by limb loss is a significant challenge faced by millions of
individuals worldwide. The development of advanced assistive technologies, such as …
individuals worldwide. The development of advanced assistive technologies, such as …
Artificial Intelligence in Prosthetic Gait
LK Tham, H Al Kouzbary, JE Kwong… - … Engineering: AI and … - books.google.com
Optimal lower limb prosthesis plays a key role in rehabilitation to help restore walking ability
following major limb amputations. The use of wearable sensors in prosthetic gait …
following major limb amputations. The use of wearable sensors in prosthetic gait …
Artificial Intelligence in Prosthetic Gait Assessment and Prosthesis Control: Present and Future
LK Tham, H Al Kouzbary, JE Kwong, HN Shasmin… - Khin Wee Lai - Springer
Optimal lower limb prosthesis plays a key role in rehabilitation to help restore walking ability
following major limb amputations. The use of wearable sensors in prosthetic gait …
following major limb amputations. The use of wearable sensors in prosthetic gait …