Predicting multiple sclerosis from gait dynamics using an instrumented treadmill: A machine learning approach

R Kaur, Z Chen, R Motl, ME Hernandez… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Objective: Multiple Sclerosis (MS) is a neurological condition which widely affects people 50-
60 years of age. While clinical presentations of MS are highly heterogeneous, mobility …

Gait pattern changes after six‐minute walk test in persons with multiple sclerosis

S Escudero‐Uribe, A Hochsprung… - Physiotherapy …, 2019 - Wiley Online Library
Objective To examine the effect of induced fatigue on spatiotemporal gait parameters in
persons with multiple sclerosis (PwMS) by using 6‐min walk test (6MWT). Methods A cross …

Fatigue induced changes to kinematic and kinetic gait parameters following six minutes of walking in people with multiple sclerosis

JV McLoughlin, CJ Barr, B Patritti, M Crotty… - Disability and …, 2016 - Taylor & Francis
Purpose: The aim of this study was to examine the effect of 6 min of walking on fatigue,
exertion and spatiotemporal, kinematic and kinetic gait parameters in people with multiple …

[HTML][HTML] Validity of shoe-type inertial measurement units for Parkinson's disease patients during treadmill walking

M Lee, C Youm, J Jeon, SM Cheon, H Park - Journal of neuroengineering …, 2018 - Springer
Background When examining participants with pathologies, a shoe-type inertial
measurement unit (IMU) system with sensors mounted on both the left and right outsoles …

[HTML][HTML] Using sensor technology to measure gait capacity and gait performance in rehabilitation inpatients with neurological disorders

MMS Hendriks, M Vos-van der Hulst, RWJ Weijs… - Sensors, 2022 - mdpi.com
The aim of this study was to objectively assess and compare gait capacity and gait
performance in rehabilitation inpatients with stroke or incomplete spinal cord injury (iSCI) …

Accelerometry reveals differences in gait variability between patients with multiple sclerosis and healthy controls

JM Huisinga, M Mancini, RJ St. George… - Annals of biomedical …, 2013 - Springer
Variability of movement reflects important information for the maintenance of the health of
the system. For pathological populations, changes in variability during gait signal the …

[HTML][HTML] Monitoring gait in multiple sclerosis with novel wearable motion sensors

Y Moon, RS McGinnis, K Seagers, RW Motl, N Sheth… - PloS one, 2017 - journals.plos.org
Background Mobility impairment is common in people with multiple sclerosis (PwMS) and
there is a need to assess mobility in remote settings. Here, we apply a novel wireless, skin …

Quantitative assessment of upper limb motion in neurorehabilitation utilizing inertial sensors

L Bai, MG Pepper, Y Yan, SK Spurgeon… - … on Neural Systems …, 2014 - ieeexplore.ieee.org
Two inertial sensor systems were developed for 3-D tracking of upper limb movement. One
utilizes four sensors and a kinematic model to track the positions of all four upper limb …

Gait variability in people with multiple sclerosis

SJ Crenshaw, TD Royer, JG Richards… - Multiple Sclerosis …, 2006 - journals.sagepub.com
Patients with multiple sclerosis (MS) present with varying symptoms that can differ between
and within individuals. As new interventions and drug treatments become available to MS …

Analysis of gait sub-movements to estimate ataxia severity using ankle inertial data

J Lee, B Oubre, JF Daneault… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Objective: Assessment of motor severity in cerebellar ataxia is critical for monitoring disease
progression and evaluating the effectiveness of therapeutic interventions. Though wearable …