Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/115310
Title: Wearable ultrasound-imaging-based visual feedback (UVF) training for ankle rehabilitation of chronic stroke survivors : a proof-of-concept randomized crossover study
Authors: Luo, Y
Huang, C
Song, Z
Nazari, V
Wong, AYL 
Yang, L
Dong, M
Zhang, M
Zheng, Y 
Fu, A, S, N
Issue Date: 2025
Source: Biosensors, 2025, v. 15, no. 6, 365
Abstract: This study investigated the effect of wearable ultrasound-imaging-based visual feedback (UVF) on assisting paretic ankle dorsiflexion training of chronic stroke survivors. Thirty-three participants with unilateral hemiplegia performed maximal isometric contractions on an isokinetic dynamometer in randomized conditions with and without UVF that provided by a wearable ultrasound imaging system. Torque parameters (mean, peak, percentage of maximal voluntary contraction) and tibialis anterior muscle thickness were analyzed across different contraction phases. Statistical comparisons were conducted using paired t-tests or Wilcoxon tests. Correlation analyses were performed using Pearson’s or Spearman’s tests. Results demonstrated that UVF significantly improved torque output, as evidence by the increased percentage of maximal voluntary contraction (%MVC) during entire contractions (p = 0.007), increased mean (p ≤ 0.022) and peak (p ≤ 0.044) torque and the %MVC (p ≤ 0.004) during mid and end phases, and larger muscle thickness during mid contraction (p = 0.045). Moderate correlations were found between torque and muscle thickness (r ≥ 0.30, p ≤ 0.049). These findings preliminarily supported the positive outcomes of real-time wearable UVFs in enhancing paretic ankle dorsiflexion strength and force control during isometric contractions in chronic stroke survivors. While the developed and validated new training protocol may potentially serve as a practical adjunct to existing rehabilitation approaches, further investigations emphasizing the functional outcomes and clinical translations are still needed to verify the clinical utility.
Keywords: Muscle training
Stroke
Tibialis anterior
Ultrasound imaging
Visual feedback
R software version 4.3.0
Correlation methods
Dynamometers
Feedback
Muscle
Neuromuscular rehabilitation
Statistical tests
Torque
Visual communication
Wearable technology
Chronic stroke survivors
Dorsif
Publisher: MDPI AG
Journal: Biosensors 
EISSN: 2079-6374
DOI: 10.3390/bios15060365
Rights: © 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/ licenses/by/4.0/).
The following publication Luo, Y.-Y., Huang, C., Song, Z., Nazari, V., Wong, A. Y.-L., Yang, L., Dong, M., Zhang, M., Zheng, Y.-P., Fu, A. S.-N., & Ma, C. Z.-H. (2025). Wearable Ultrasound-Imaging-Based Visual Feedback (UVF) Training for Ankle Rehabilitation of Chronic Stroke Survivors: A Proof-of-Concept Randomized Crossover Study. Biosensors, 15(6), 365 is available at https://doi.org/10.3390/bios15060365.
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