A quantitative lower limb function assessment method based on fusion of surface EMG and inertial data in stroke patients during cycling task

L Meng, T Zhang, X Zhao, D Wang, R Xu… - … Signal Processing and …, 2023 - Elsevier
Objective Quantitative methods provide an accurate way to determine lower-limb motor
function level that is essential for post-stroke rehabilitation protocol setup. Due to less …

Motor function assessment of upper limb in stroke patients

B Pan, Z Huang, T Jin, J Wu, Z Zhang… - Journal of Healthcare …, 2021 - Wiley Online Library
Background. Quantitative assessment of motor function is extremely important for poststroke
patients as it can be used to develop personalized treatment strategies. This study aimed to …

A kinematic data based lower limb motor function evaluation method for post-stroke rehabilitation

Z Huang, G Tang, A Kumar, S Mahmoud… - 2021 43rd Annual …, 2021 - ieeexplore.ieee.org
Recent studies have demonstrated that home-based rehabilitation for stroke patients has
excellent potential in reducing the cost and enhancing rehabilitation efficiency. Nonetheless …

[HTML][HTML] Motor function evaluation of hemiplegic upper-extremities using data fusion from wearable inertial and surface EMG sensors

Y Li, X Zhang, Y Gong, Y Cheng, X Gao, X Chen - Sensors, 2017 - mdpi.com
Quantitative evaluation of motor function is of great demand for monitoring clinical outcome
of applied interventions and further guiding the establishment of therapeutic protocol. This …

An automated system for motor function assessment in stroke patients using motion sensing technology: A pilot study

B Sheng, X Wang, M Hou, J Huang, S Xiong, Y Zhang - Measurement, 2020 - Elsevier
This study aims to develop and evaluate an automated system for upper-limb motor function
assessment of stroke patients. The proposed system contains one motion tracking …

[HTML][HTML] Changes in leg cycling muscle synergies after training augmented by functional electrical stimulation in subacute stroke survivors: a pilot study

E Ambrosini, M Parati, E Peri, C De Marchis… - … of neuroengineering and …, 2020 - Springer
Background Muscle synergies analysis can provide a deep understanding of motor
impairment after stroke and of changes after rehabilitation. In this study, the neuro …

Revealing stroke survivor gait deficits during rehabilitation using ensemble empirical mode decomposition of surface electromyography signals

MG Tan, JH Ho, HT Goh, HK Ng, LA Latif… - … Signal Processing and …, 2020 - Elsevier
In this paper, an attempt is made to explain the stroke survivor gait recovery mechanism
using Ensemble Empirical Mode Decomposition (EEMD) of surface electromyography …

Quantitative assessment test for upper-limb motor function by using EMG and kinematic analysis in the practice of occupational therapy

J Kim, H Kim, J Kim - … conference of the IEEE engineering in …, 2017 - ieeexplore.ieee.org
This paper proposes a quantitative assessment test of stroke patients' upper limb motor
functions during occupational therapy. Conventional assessments are performed based on …

[HTML][HTML] Upper limb motor assessment for stroke with force, muscle activation and interhemispheric balance indices based on sEMG and fNIRS

S Ye, L Tao, S Gong, Y Ma, J Wu, W Li, J Kang… - Frontiers in …, 2024 - frontiersin.org
Introduction Upper limb rehabilitation assessment plays a pivotal role in the recovery
process of stroke patients. The current clinical assessment tools often rely on subjective …

[HTML][HTML] A single task assessment system of upper-limb motor function after stroke

J Li, B Pan, T Jin, Z Huang, S Ye, J Wu… - … and Health Care, 2016 - content.iospress.com
BACKGROUND: Nowadays, stroke is a leading cause of disability in adults. Assessment of
motor performance has played an important role in rehabilitation for post stroke patients …