Implementation of Multiple Regression Technique for Detection of Gait Asymmetry Using Experimental Gait Data
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Medical and Biological Engineering"
DOI: 10.1007/s40846-020-00533-8
Abstract: Purpose This study reports the implementation of different regression (multivariate and step-wise) techniques towards determining the gait asymmetry and comparison with the symmetry indices (SI) values. Methods To predict the gait asymmetry between two different… read more here.
Keywords: regression; implementation; gait asymmetry; right left ... See more keywords
Gait Asymmetry in People With Parkinson’s Disease Is Linked to Reduced Integrity of Callosal Sensorimotor Regions
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Neurology"
DOI: 10.3389/fneur.2018.00215
Abstract: Background Individuals with Parkinson’s disease (PD) often manifest significant temporal and spatial asymmetries of the lower extremities during gait, which significantly contribute to mobility impairments. While the neural mechanisms underlying mobility asymmetries within this population… read more here.
Keywords: microstructural integrity; gait asymmetry; integrity; sensorimotor ... See more keywords
A Proposal for a Linear Calculation of Gait Asymmetry
Sign Up to like & getrecommendations! Published in 2021 at "Symmetry"
DOI: 10.3390/sym13091560
Abstract: Pathological gait is often associated with a lack of symmetry. A possible way to quantify this feature is to use acceleration data measured by a sensor located on the lower trunk. The most common approach… read more here.
Keywords: proposal linear; gait asymmetry; linear calculation; gait ... See more keywords
Early Identification of Gait Asymmetry Using a Dual-Channel Hybrid Deep Learning Model Based on a Wearable Sensor
Sign Up to like & getrecommendations! Published in 2023 at "Symmetry"
DOI: 10.3390/sym15040897
Abstract: Background: Lack of an effective approach to distinguish the subtle differences between lower limb locomotion impedes early identification of gait asymmetry outdoors. This study aims to detect the significant discriminative characteristics associated with joint coupling… read more here.
Keywords: gait; deep learning; model; early identification ... See more keywords