[HTML][HTML] Gait metrics analysis utilizing single-point inertial measurement units: A systematic review
Background Wearable sensors, particularly accelerometers alone or combined with
gyroscopes and magnetometers in an inertial measurement unit (IMU), are a logical …
gyroscopes and magnetometers in an inertial measurement unit (IMU), are a logical …
Recent advances in quantitative gait analysis using wearable sensors: a review
The current gold standard for gait analysis involves performing the gait experiments in a
laboratory environment with a constrained space. However, there is growing interest in …
laboratory environment with a constrained space. However, there is growing interest in …
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 …
Towards inertial sensor based mobile gait analysis: Event-detection and spatio-temporal parameters
The aim of this study was to assess the validity and test-retest reliability of an inertial
measurement unit (IMU) system for gait analysis. Twenty-four healthy subjects conducted a …
measurement unit (IMU) system for gait analysis. Twenty-four healthy subjects conducted a …
Surface electromyography applied to gait analysis: How to improve its impact in clinics?
Surface electromyography (sEMG) is the main non-invasive tool used to record the electrical
activity of muscles during dynamic tasks. In clinical gait analysis, a number of techniques …
activity of muscles during dynamic tasks. In clinical gait analysis, a number of techniques …
Human Activity Recognition by Wearable Sensors: Comparison of different classifiers for real-time applications
In recent years, there is a growing interest in Human Activity Recognition (HAR) systems
applied in healthcare. A HAR system is essentially made of a wearable device equipped …
applied in healthcare. A HAR system is essentially made of a wearable device equipped …
Estimation of spatio-temporal parameters of gait from magneto-inertial measurement units: multicenter validation among Parkinson, mildly cognitively impaired and …
Background The use of miniaturized magneto-inertial measurement units (MIMUs) allows for
an objective evaluation of gait and a quantitative assessment of clinical outcomes. Spatial …
an objective evaluation of gait and a quantitative assessment of clinical outcomes. Spatial …
Segmentation of gait sequences in sensor-based movement analysis: a comparison of methods in Parkinson's disease
Robust gait segmentation is the basis for mobile gait analysis. A range of methods have
been applied and evaluated for gait segmentation of healthy and pathological gait bouts …
been applied and evaluated for gait segmentation of healthy and pathological gait bouts …
Technological Solutions for Human Movement Analysis in Obese Subjects: A Systematic Review
Obesity has a critical impact on musculoskeletal systems, and excessive weight directly
affects the ability of subjects to realize movements. It is important to monitor the activities of …
affects the ability of subjects to realize movements. It is important to monitor the activities of …
Real-time detection of seven phases of gait in children with cerebral palsy using two gyroscopes
A recently designed gait phase detection (GPD) system, with the ability to detect all seven
phases of gait in healthy adults, was modified for GPD in children with cerebral palsy (CP). A …
phases of gait in healthy adults, was modified for GPD in children with cerebral palsy (CP). A …