AIMC Topic: Shoes

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Sarcopenia classification model for musculoskeletal patients using smart insole and artificial intelligence gait analysis.

Journal of cachexia, sarcopenia and muscle Oct 26, 2023
BACKGROUND: The relationship between physical function, musculoskeletal disorders and sarcopenia is intricate. Current physical function tests, such as the gait speed test and the chair stand test, have limitations in eliminating subjective influence...
Humans Gait Gait Analysis Shoes Artificial Intelligence Sarcopenia
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Comparison of four machine learning algorithms for a pre-impact fall detection system.

Medical & biological engineering & computing May 31, 2023
In recent years, real-time health monitoring using wearable sensors has been an active area of research. This paper presents an efficient and low-cost fall detection system based on a pair of shoes equipped with inertial sensors and plantar pressure ...
Shoes Machine Learning Algorithms Neural Networks, Computer
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A Deep Learning Model for 3D Ground Reaction Force Estimation Using Shoes with Three Uniaxial Load Cells.

Sensors (Basel, Switzerland) Mar 24, 2023
Ground reaction force (GRF) is essential for estimating muscle strength and joint torque in inverse dynamic analysis. Typically, it is measured using a force plate. However, force plates have spatial limitations, and studies of gaits involve numerous...
Deep Learning Walking Shoes Gait Humans Biomechanical Phenomena
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Prediction of knee adduction moment using innovative instrumented insole and deep learning neural networks in healthy female individuals.

The Knee Jan 17, 2023
BACKGROUND: The knee adduction moment, a biomechanical risk factor of knee osteoarthritis, is typically measured in a gait laboratory with expensive equipment and inverse dynamics modeling software. We aimed to develop a framework for a portable knee...
Osteoarthritis, Knee Shoes Walking Gait Deep Learning Female Humans Biomechanical Phenomena Neural Networks, Computer Knee Joint
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Deep Neural Network for the Detections of Fall and Physical Activities Using Foot Pressures and Inertial Sensing.

Sensors (Basel, Switzerland) Jan 2, 2023
Fall detection and physical activity (PA) classification are important health maintenance issues for the elderly and people with mobility dysfunctions. The literature review showed that most studies concerning fall detection and PA classification add...
Aged Exercise Pressure Humans Neural Networks, Computer Foot Shoes
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Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature.

Sensors (Basel, Switzerland) Oct 7, 2022
An intelligent insole system may monitor the individual's foot pressure and temperature in real-time from the comfort of their home, which can help capture foot problems in their earliest stages. Constant monitoring for foot complications is essentia...
Pressure Shoes Humans Temperature Diabetic Foot Artificial Intelligence
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DeepBBWAE-Net: A CNN-RNN Based Deep SuperLearner for Estimating Lower Extremity Sagittal Plane Joint Kinematics Using Shoe-Mounted IMU Sensors in Daily Living.

IEEE journal of biomedical and health informatics Aug 11, 2022
Measurement of human body movement is an essential step in biomechanical analysis. The current standard for human motion capture systems uses infrared cameras to track reflective markers placed on a subject. While these systems can accurately track j...
Humans Neural Networks, Computer Shoes Gait Biomechanical Phenomena Ankle Joint Lower Extremity
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Deep learning approach to estimate foot pressure distribution in walking with application for a cost-effective insole system.

Journal of neuroengineering and rehabilitation Jan 16, 2022
BACKGROUND: Foot pressure distribution can be used as a quantitative parameter for evaluating anatomical deformity of the foot and for diagnosing and treating pathological gait, falling, and pressure sores in diabetes. The objective of this study was...
Pressure Foot Orthoses Shoes Gait Humans Cost-Benefit Analysis Deep Learning Aged Walking
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Deep Learning-Based Optimal Smart Shoes Sensor Selection for Energy Expenditure and Heart Rate Estimation.

Sensors (Basel, Switzerland) Oct 25, 2021
Wearable technologies are known to improve our quality of life. Among the various wearable devices, shoes are non-intrusive, lightweight, and can be used for outdoor activities. In this study, we estimated the energy consumption and heart rate in an ...
Energy Metabolism Shoes Deep Learning Heart Rate Humans Quality of Life
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Walking-induced exposure of biological particles simulated by a children robot with different shoes on public floors.

Environment international Oct 13, 2021
Inhalation exposure to the resuspended biological particles from public places can cause adverse effects on human health. In this work, carpet dust samples were first collected from twenty example conference and hotel rooms by a vacuum cleaner. A bip...
Robotics Shoes Air Pollution, Indoor Walking Humans Dust Floors and Floorcoverings Particle Size Child
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