AIMC Topic: Gait

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Leather-Based Shoe Soles for Real-Time Gait Recognition and Automatic Remote Assistance Using Machine Learning.

ACS applied materials & interfaces Nov 1, 2024
Real-time monitoring of gait characteristics is crucial for applications in health monitoring, patient rehabilitation feedback, and telemedicine. However, the effective and stable acquisition and automatic analysis of gait information remain signific...
Adult Male Middle Aged Humans Machine Learning Female Nanotubes, Carbon Collagen Shoes Wearable Electronic Devices Gait Graphite
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Unsupervised learning for real-time and continuous gait phase detection.

PloS one Nov 1, 2024
Individuals with lower limb impairment after a stroke or spinal cord injury require rehabilitation, but traditional methods can be challenging for both patients and therapists. Robotic systems have been developed to help; however, they currently cann...
Female Humans Fuzzy Logic Gait Adult Neural Networks, Computer Unsupervised Machine Learning Male Algorithms Walking
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A Plantar Pressure Detection and Gait Analysis System Based on Flexible Triboelectric Pressure Sensor Array and Deep Learning.

Small (Weinheim an der Bergstrasse, Germany) Oct 30, 2024
Gait detection is essential for the assessment of human health status and early diagnosis of diseases. The current gait analysis systems are bulky, limited in the scope of use, and cause interference with the movement of the measured person. Hence, i...
Humans Gait Pressure Neural Networks, Computer Gait Analysis Deep Learning Foot Wearable Electronic Devices
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Effects of interval treadmill training on spatiotemporal parameters in children with cerebral palsy: A machine learning approach.

Journal of biomechanics Oct 28, 2024
Quantifying individualized rehabilitation responses and optimizing therapy for each person is challenging. For interventions like treadmill training, there are multiple parameters, such as speed or incline, that can be adjusted throughout sessions. T...
Child Bayes Theorem Exercise Test Gait Exercise Therapy Cerebral Palsy Male Adolescent Child, Preschool Humans Machine Learning Female
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Artificial intelligence-assisted oculo-gait measurements for cognitive impairment in cerebral small vessel disease.

Alzheimer's & dementia : the journal of the Alzheimer's Association Oct 16, 2024
INTRODUCTION: Oculomotor and gait dysfunctions are closely associated with cognition. However, oculo-gait patterns and their correlation with cognition in cerebral small vessel disease (CSVD) remain unclear.
Neuropsychological Tests Humans Artificial Intelligence Cerebral Small Vessel Diseases Cognitive Dysfunction Male Female Cohort Studies Middle Aged Aged Gait
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Effectiveness of robotic rehabilitation for gait and balance in people with multiple sclerosis: a systematic review.

Journal of neurology Oct 10, 2024
This review investigated the effectiveness of robotic-assisted gait training (RAGT) in improving gait and balance performance in adults with multiple sclerosis (MS). Databases and registers were searched from inception to December 2023 to identify ra...
Humans Neurological Rehabilitation Exercise Therapy Multiple Sclerosis Gait Disorders, Neurologic Robotics Postural Balance Gait
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Convolutional neural network based detection of early stage Parkinson's disease using the six minute walk test.

Scientific reports Sep 30, 2024
The heterogeneity of Parkinson's disease (PD) presents considerable challenges for accurate diagnosis, particularly during early-stage disease, when the symptoms may be extremely subtle. This study aimed to assess the accuracy of a convolutional neur...
Humans Neural Networks, Computer Female Walking Aged Gait Male Walk Test Middle Aged Case-Control Studies Wearable Electronic Devices Parkinson Disease
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Estimating intra- and inter-subject oxygen consumption in outdoor human gait using multiple neural network approaches.

PloS one Sep 27, 2024
Oxygen consumption ([Formula: see text]) is an important measure for exercise test, such as walking and running, that can be measured outdoors using portable spirometers or metabolic analyzers. However, these devices are not feasible for regular use ...
Male Gait Humans Female Running Oxygen Consumption Young Adult Walking Neural Networks, Computer Heart Rate Adult
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Multifunctional Human-Computer Interaction System Based on Deep Learning-Assisted Strain Sensing Array.

ACS applied materials & interfaces Sep 26, 2024
Continuous and reliable monitoring of gait is crucial for health monitoring, such as postoperative recovery of bone joint surgery and early diagnosis of disease. However, existing gait analysis systems often suffer from large volumes and the requirem...
Humans Neural Networks, Computer Male Gait Gait Analysis Deep Learning Wearable Electronic Devices
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Virtual Obstacle Avoidance Strategy: Navigating through a Complex Environment While Interacting with Virtual and Physical Elements.

Sensors (Basel, Switzerland) Sep 25, 2024
Robotic walking devices can be used for intensive exercises to enhance gait rehabilitation therapies. Mixed Reality (MR) techniques may improve engagement through immersive and interactive environments. This article introduces an MR-based multimodal ...
Robotics Humans Walking Female Young Adult Male Gait User-Computer Interface Adult Virtual Reality
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