Automated evaluation of upper-limb motor function impairment using Fugl-Meyer assessment
The Fugl-Meyer assessment (FMA) is the most popular instrument for evaluating upper
extremity motor function in stroke patients. However, it is a labor-intensive and time …
extremity motor function in stroke patients. However, it is a labor-intensive and time …
Motor Ability Evaluation of the Upper Extremity with Point‐To‐Point Training Movement Based on End‐Effector Robot‐Assisted Training System
J Jiang, S Guo, L Zhang, Q Sun - Journal of Healthcare …, 2022 - Wiley Online Library
Assessment is critical during the procedure of stroke rehabilitation. However, traditional
assessment methods are time‐consuming, laborious, and dependent on the skillfulness of …
assessment methods are time‐consuming, laborious, and dependent on the skillfulness of …
The fourier M2 robotic machine combined with occupational therapy on post-stroke upper limb function and independence-related quality of life: A randomized clinical …
B Chinembiri, Z Ming, S Kai, Z Xiu Fang… - Topics in Stroke …, 2021 - Taylor & Francis
Most post-stroke patients experience upper limb functionality challenges. Emergent
therapies using upper limb-based robot machines present opportunities to resolve the …
therapies using upper limb-based robot machines present opportunities to resolve the …
An automatic rehabilitation assessment system for hand function based on leap motion and ensemble learning
For stroke patients, hand function assessment is an important part of the hand rehabilitation
process. The hand function assessment, however, requires the patient to complete a series …
process. The hand function assessment, however, requires the patient to complete a series …
Occupational therapy assessment for upper limb rehabilitation: A multisensor-based approach
SS Mahmoud, Z Cao, J Fu, X Gu, Q Fang - Frontiers in Digital Health, 2021 - frontiersin.org
Most post-stroke patients experience varying degrees of impairment in upper limb function
and fine motor skills. Occupational therapy (OT) with other rehabilitation trainings is …
and fine motor skills. Occupational therapy (OT) with other rehabilitation trainings is …
A multimodal fusion model for estimating human hand force: Comparing surface electromyography and ultrasound signals
Biomimetic robots have received significant attention in recent years. Among them, the
wearable exoskeleton, which imitates the functions of the musculoskeletal system to assist …
wearable exoskeleton, which imitates the functions of the musculoskeletal system to assist …
Upper limb rehabilitation system for stroke survivors based on multi-modal sensors and machine learning
Nowadays, rehabilitation training for stroke survivors is mainly completed under the
guidance of the physician. There are various treatment ways, however, most of them are …
guidance of the physician. There are various treatment ways, however, most of them are …
Time-varying effective connectivity for describing the dynamic brain networks of post-stroke rehabilitation
F Xu, Y Wang, H Li, X Yu, C Wang, M Liu… - Frontiers in Aging …, 2022 - frontiersin.org
Hemiplegia is a common motor dysfunction caused by a stroke. However, the dynamic
network mechanism of brain processing information in post-stroke hemiplegic patients has …
network mechanism of brain processing information in post-stroke hemiplegic patients has …
Prediction of motor outcome of stroke patients using a deep learning algorithm with brain MRI as input data
Background: Deep learning techniques can outperform traditional machine learning
techniques and learn from unstructured and perceptual data, such as images and …
techniques and learn from unstructured and perceptual data, such as images and …
Support vector machine-based classifier for the assessment of finger movement of stroke patients undergoing rehabilitation
T Hamaguchi, T Saito, M Suzuki, T Ishioka… - Journal of Medical and …, 2020 - Springer
Purpose Traditionally, clinical evaluation of motor paralysis following stroke has been of
value to physicians and therapists because it allows for immediate pathophysiological …
value to physicians and therapists because it allows for immediate pathophysiological …