Clustering approaches for gait analysis within neurological disorders: a narrative review

J Hummel, M Schwenk, D Seebacher, P Barzyk… - Digital …, 2024 - karger.com
Background: The prevalence of neurological disorders is increasing, underscoring the
importance of objective gait analysis to help clinicians identify specific deficits. Nevertheless …

[HTML][HTML] Systematic Review of Automatic Post-Stroke Gait Classification Systems

Y Jiao, R Hart, S Reading, Y Zhang - Gait & Posture, 2024 - Elsevier
Background Gait classification is a clinically helpful task performed after a stroke in order to
guide rehabilitation therapy. Gait disorders are commonly identified using observational gait …

Machine learning applied to gait analysis data in cerebral palsy and stroke: A systematic review

FS Kohnehshahri, A Merlo, D Mazzoli, MC Bò, R Stagni - Gait & Posture, 2024 - Elsevier
Background Among neurological pathologies, cerebral palsy and stroke are the main
contributors to walking disorders. Machine learning methods have been proposed in the …

Time-varying and speed-matched model for the evaluation of stroke-induced changes in ankle mechanics

Y Lyu, K Xie, X Shan, Y Leng, L Li, X Zhang… - Journal of …, 2024 - Elsevier
The ankle mechanics (stiffness and moment) are modulated continuously when interacting
with the environment during human walking. However, it remains unclear how ankle …

Kinetic interjoint coordination in lower limbs during gait in patients with hemiparesis

Y Sekiguchi, D Owaki, K Honda, SI Izumi - Biomechanics, 2022 - mdpi.com
The coordination of joint moments in the same limb—otherwise known as kinetic interjoint
coordination—during gait in patients with hemiparesis remains unclear. This study clarifies …

Effects of a real-time plantar pressure feedback during gait training on the weight distribution of the paralyzed side and gait function in stroke patients

TW Kim, YJ Cha - Journal of the Korean Society of Physical …, 2022 - koreascience.kr
PURPOSE: This study was conducted to investigate the effect of a real-time pressure
feedback provided during gait training on the weight weight distribution of the inner part of …

Effect of aging on the trunk and lower limb kinematics during gait on a compliant surface in healthy individuals

K Honda, Y Sekiguchi, SI Izumi - Biomechanics, 2023 - mdpi.com
Older adults have a smaller effective living space and reduced physical activity. Although
walking ability in various living spaces is necessary to maintain a healthy life and a high …