Latest research trends in gait analysis using wearable sensors and machine learning: A systematic review
Gait is the locomotion attained through the movement of limbs and gait analysis examines
the patterns (normal/abnormal) depending on the gait cycle. It contributes to the …
the patterns (normal/abnormal) depending on the gait cycle. It contributes to the …
Wearable inertial sensors for gait analysis in adults with osteoarthritis—A sco** review
D Kobsar, Z Masood, H Khan, N Khalil, MY Kiwan… - Sensors, 2020 - mdpi.com
Our objective was to conduct a sco** review which summarizes the growing body of
literature using wearable inertial sensors for gait analysis in lower limb osteoarthritis. We …
literature using wearable inertial sensors for gait analysis in lower limb osteoarthritis. We …
A neural network to predict the knee adduction moment in patients with osteoarthritis using anatomical landmarks obtainable from 2D video analysis
Objective The knee adduction moment (KAM) can inform treatment of medial knee
osteoarthritis; however, measuring the KAM requires an expensive gait analysis laboratory …
osteoarthritis; however, measuring the KAM requires an expensive gait analysis laboratory …
Predicting biological joint moment during multiple ambulation tasks
Combining machine learning models with wearable sensing provides a key technique for
understanding the biological effort, creating an alternative to inverse dynamics based on …
understanding the biological effort, creating an alternative to inverse dynamics based on …
IMU and smartphone camera fusion for knee adduction and knee flexion moment estimation during walking
Wearable sensing and computer vision could move biomechanics from specialized
laboratories to natural environments, but better algorithms are needed to extract meaningful …
laboratories to natural environments, but better algorithms are needed to extract meaningful …
[HTML][HTML] Objective gait assessment in individuals with knee osteoarthritis using inertial sensors: A systematic review and meta-analysis
RJ Boekesteijn, J Van Gerven, ACH Geurts… - Gait & posture, 2022 - Elsevier
Background Objective assessment of gait using inertial sensors has shown promising
results for functional evaluations in individuals with knee osteoarthritis (OA). However, the …
results for functional evaluations in individuals with knee osteoarthritis (OA). However, the …
Sensor-based gait retraining lowers knee adduction moment and improves symptoms in patients with knee osteoarthritis: a randomized controlled trial
The present study compared the effect between walking exercise and a newly developed
sensor-based gait retraining on the peaks of knee adduction moment (KAM), knee adduction …
sensor-based gait retraining on the peaks of knee adduction moment (KAM), knee adduction …
[HTML][HTML] Osteoarthritis year in review 2020: mechanics
The mechanical environment of the joint during dynamic activity plays a significant role in
osteoarthritis processes. Understanding how the magnitude, pattern and duration of joint …
osteoarthritis processes. Understanding how the magnitude, pattern and duration of joint …
Smooth and accurate predictions of joint contact force time-series in gait using over parameterised deep neural networks
Alterations in joint contact forces (JCFs) are thought to be important mechanisms for the
onset and progression of many musculoskeletal and orthopaedic pain disorders …
onset and progression of many musculoskeletal and orthopaedic pain disorders …
[HTML][HTML] Inertial measurement units and application for remote health care in hip and knee osteoarthritis: Narrative review
Background: Measuring and modifying movement-related joint loading is integral to the
management of lower extremity osteoarthritis (OA). Although traditional approaches rely on …
management of lower extremity osteoarthritis (OA). Although traditional approaches rely on …