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 …

Application and comparison of deep learning approaches for upper limb functionality evaluation based on multi-modal inertial data

C Shen, X Ning, Q Zhu, S Miao, H Lv - Sustainable Computing: Informatics …, 2022 - Elsevier
Nowadays, stroke survivors usually can regain their limb function through rehabilitation
training prescribed by physicians. With the development of technologies such as the Internet …

Quantitative assessment of hand motor function for post-stroke rehabilitation based on HAGCN and multimodality fusion

C Li, H Yang, L Cheng, F Huang… - … on Neural Systems …, 2022 - ieeexplore.ieee.org
Quantitative assessment of hand function can assist therapists in providing appropriate
rehabilitation strategies, which plays an essential role in post-stroke rehabilitation …

Free-hand interaction with leap motion controller for stroke rehabilitation

M Khademi, H Mousavi Hondori, A McKenzie… - CHI'14 Extended …, 2014 - dl.acm.org
In recent years, the field of Human-Computer Interaction (HCI) has been advanced with
many technologies, however, most are limited to healthy users. In this paper, we leveraged …

Inertial sensing based assessment methods to quantify the effectiveness of post-stroke rehabilitation

HT Li, JJ Huang, CW Pan, HI Chi, MC Pan - Sensors, 2015 - mdpi.com
In clinical settings, traditional stroke rehabilitation evaluation methods are subjectively
scored by occupational therapists, and the assessment results vary individually. To address …

Brunnstrom stage automatic evaluation for stroke patients using extreme learning machine

L Yu, J Wang, Q Fang, Y Wang - 2012 IEEE biomedical circuits …, 2012 - ieeexplore.ieee.org
Brunnstrom stage is widely used to evaluate the movement function of stroke patients during
rehabilitation by physicians. In this paper, a new method, which is based on extreme …

Estimation of spatial-temporal hand motion parameters in rehabilitation using a low-cost noncontact measurement system

HR Fazeli, Q Peng - Medical Engineering & Physics, 2021 - Elsevier
Data collection and analysis are commonly used in a rehabilitation process to measure
performances of the treatment. There is a lack of studies on the rehabilitation process …

A novel motion tracking system for evaluation of functional rehabilitation of the upper limbs

Á Gil-Agudo, A de Los Reyes-Guzman… - Neural regeneration …, 2013 - journals.lww.com
Upper limb function impairment is one of the most common sequelae of central nervous
system injury, especially in stroke patients and when spinal cord injury produces tetraplegia …

Decoding finger tapping with the affected hand in chronic stroke patients during motor imagery and execution

M Lee, JH Jeong, YH Kim… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In stroke rehabilitation, motor imagery based on a brain-computer interface is an extremely
useful method to control an external device and utilize neurofeedback. Many studies have …

Activities of daily living-based rehabilitation system for arm and hand motor function retraining after stroke

X Song, SS Van De Ven, L Liu… - … on Neural Systems …, 2022 - ieeexplore.ieee.org
Most stroke survivors have difficulties completing activities of daily living (ADLs)
independently. However, few rehabilitation systems have focused on ADLs-related training …