AIMC Topic: Shoes

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Exoskeleton plantarflexion assistance for elderly.

Gait & posture Nov 28, 2016
Elderly are confronted with reduced physical capabilities and increased metabolic energy cost of walking. Exoskeletons that assist walking have the potential to restore walking capacity by reducing the metabolic cost of walking. However, it is unclea...
Ankle Joint Foot Exoskeleton Device Mobility Limitation Shoes Biomechanical Phenomena Male Electromyography Aging Reference Values Humans Range of Motion, Articular Female Robotics Aged Exercise Test
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Defining functional groups based on running kinematics using Self-Organizing Maps and Support Vector Machines.

Journal of biomechanics Mar 20, 2015
A functional group is a collection of individuals who react in a similar way to a specific intervention/product such as a sport shoe. Matching footwear features to a functional group can possibly enhance footwear-related comfort, improve running perf...
Consumer Behavior Movement Shoes Biomechanical Phenomena Male Running Humans Adolescent Female Aged Sex Factors Middle Aged Support Vector Machine Young Adult Age Factors Adult
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An Active Insole to Reduce Plantar Pressure Loading: Using Predictive Finite Element Driven Soft Hydraulic Actuators to Minimize Plantar Pressure and the Pressure Time Integral for Diabetic Foot Ulceration Risk Management.

IEEE transactions on bio-medical engineering Oct 1, 2025
OBJECTIVE: This article aims to design, manufacture and evaluate an active insole to reduce plantar tissue loading to minimise the risk of diabetic foot ulceration for people living with diabetes.
Robotics Equipment Design Walking Biomechanical Phenomena Humans Male Female Finite Element Analysis Middle Aged Diabetic Foot Adult Foot Orthoses Pressure Shoes Foot
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Classification of Abnormal Gaits with Machine Learning Algorithms using Sensor-Inherited Insoles.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
The digital health industry's interest in gait analysis has driven research into sensor-enabled insoles for practical, everyday gait monitoring. Traditional methods, such as 3D motion capture systems, are costly and time-consuming. To address this, w...
Shoes Female Adult Male Support Vector Machine Gait Gait Analysis Humans Machine Learning Algorithms
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Deep Learning-Based Subject Independent Human Activity Recognition using Smart Lacelock Data.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Human Activity Recognition (HAR) field is rapidly growing and the classification of human activities based on sensor data is crucial for applications in healthcare, rehabilitation and numerous other sectors. In this paper we use a novel device and at...
Algorithms Deep Learning Wearable Electronic Devices Humans Neural Networks, Computer Accelerometry Human Activities Shoes
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StepGAN: Gait Feature Extraction Using Generative Adversarial Networks for Footstep Recognition.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Pressure recordings of footsteps during walking can offer a convenient biometric recognition method for applications in security, forensic analysis, and health monitoring. However, footsteps can exhibit high variability due to a complex interplay of ...
Humans Neural Networks, Computer Algorithms Foot Shoes Generative Adversarial Networks Walking Male Gait Support Vector Machine Pressure
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Gait features analysis using artificial neural networks - testing the footwear effect.

Acta of bioengineering and biomechanics Jan 1, 2017
PURPOSE: The aim of this paper is to provide the methods for automatic detection of the difference in gait features depending on a footwear.
Adaptation, Physiological Shoes Electromyography Knee Joint Humans Reproducibility of Results Gait Neural Networks, Computer Range of Motion, Articular Adult Algorithms Pattern Recognition, Automated Sensitivity and Specificity Female Ankle Joint
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