Published: April 8, 2025
Language: Английский
Published: April 8, 2025
Language: Английский
Information, Journal Year: 2025, Volume and Issue: 16(2), P. 148 - 148
Published: Feb. 17, 2025
This paper introduces a fatigue detection model specifically designed for immersive virtual reality (VR) environments, aimed at facilitating upper limb rehabilitation individuals with spinal cord injuries (SCIs). The model’s primary application centers on the Box-and-Block Test, providing healthcare professionals reliable tool to monitor patient progress and adapt routines. At its core, employs data fusion techniques via ordered weighted averaging (OWA) operators aggregate multiple metrics captured by VR system. Additionally, fuzzy logic is employed personalize assessments. Therapists are provided detailed classification of levels alongside video-based visual representation that highlights critical moments during exercises. experimental methodology involved testing both healthy participants patients, using VR-based scenarios validating accuracy through self-reported therapist observations. Furthermore, scalable design promotes integration into remote systems, highlighting adaptability diverse clinical potential enhance accessibility services.
Language: Английский
Citations
0Journal of Clinical Medicine, Journal Year: 2025, Volume and Issue: 14(6), P. 1783 - 1783
Published: March 7, 2025
Background: Immersive virtual reality (imVR) has shown promise for upper limb stroke rehabilitation (ULSR). However, optimal implementation and treatment modalities remain unclear. This systematic review meta-analysis aimed to evaluate imVR’s efficacy in ULSR determine parameters. Methods: A of randomized controlled trials (RCTs), comparing imVR conventional (CR) adult patients, was conducted. Databases including, the Web Science, Scopus, PubMed, were searched. Meta-regression further explored relationship between intervention duration, frequency, outcomes. Results: Twenty-three studies included review, representing 395 with thirteen incorporated into meta-analysis. showed statistically significant improvements Fugl–Meyer Assessment Upper Extremity (FMA-UE) Scale (mean difference (MD) = 3.04, 95% CI [1.46; 4.62], p < 0.001) Box Block Test (BBT) (MD 2.85, [0.70; 4.99], 0.009) compared CR, but not Action Research Arm (ARAT) 3.47, [−0.22; 7.15], 0.06). these did reach clinically thresholds (7 points FMA-UE 6 BBT). Clinical subgroup analysis both subacute (standardized mean (SMD) 0.92, [0.48; 1.36], 0.002) chronic (SMD 0.69, [0.03; 1.35], 0.03) stages. indicated that there a positive duration improvement. Conclusions: demonstrates potential improving motor function following stroke, particularly longer durations individual session lengths stroke. observed significant, highlighting need research larger sample sizes standardized outcome measures protocols.
Language: Английский
Citations
0Published: April 8, 2025
Language: Английский
Citations
0