Quantitative evaluation of post-stroke upper limb spasticity based on multi-parameter surface electromyography signal analysis
References
- International, B.R., Retracted: Analysis of the efficacy of acupuncture combined with rehabilitation training in the treatment of upper limb spasm after stroke: A systematic review and meta-analysis, BioMed. Res. Int., 2023, 2023: 9802958. 10.1155/2023/9802958.
- International, B.R., Retracted: Effects of acupuncture combined with biofeedback therapy on limb motor rehabilitation in patients with acute stroke: Systematic review and meta-analysis, BioMed. Res. Int., 2023, 2023: 9753842. 10.1155/2023/9753842.
- Yang, X., Xue, X., Tu, H., Li, N., Effect of whole-body vibration training on the recovery of lower limb function in people with stroke: a systematic review and meta-analysis, Disability Rehabil., 2023, 45(23): 3823–3832. 10.1080/09638288.2022.2138993
- Duan, H., Lian, Y., Jing, Y., Xing, J., Li, Z., Research progress in extracorporeal shock wave therapy for upper limb spasticity after stroke, Front. Neurol., 2023, 14: 1121026. 10.3389/fneur.2023.1121026.
- Guo, X., Cheng, B., Clinical effects of acupuncture for stroke patients recovery, J. Healthc. Eng., 2022, 2022: 9962421. 10.1155/2022/9962421.
- Jin, L., Yang, Z., Zou, Z., Wu, T., Pan, H., A biomedical decision support system for meta-analysis of bilateral upper-limb training in stroke patients with hemiplegia, Open Life Sci., 2023, 18(1): 20220607. 10.1515/biol-2022-0607.
- Dai, J., Wu, F., Li, J., Yu, M., Liao, C., Shou, Y., Surface electromyography analysis of mirror movements under unilateral movement in stroke patients: A retrospective study, Front. Hum. Neurosci., 2022, 16: 1079596. 10.3389/fnhum.2022.1079596.
- Hou, M., Zhao, Y., Zhao, L., Yuan, X., Liu, Z., Li, H., Efficacy of game training combined with surface electromyography biofeedback on post-stroke dysphagia, Geriatric Nurs (N York, NY), 2024, 55: 255–262. 10.1016/j.gerinurse.2023.11.019
- Rocha, L.S.O., Gama, G.C.B., Rocha, R.S.B., Rocha, L.B., Dias, C.P., Santos, L.L.S., et al., Constraint induced movement therapy increases functionality and quality of life after stroke, J. Stroke Cerebrovasc. Dis., 2021, 30(6): 105774. 10.1016/j.jstrokecerebrovasdis.2021.105774.
- Neurology Branch of Chinese Medical Association, Cerebrovascular Diseases Group, Association NboCM, Chinese guidelines for diagnosis and treatment of acute ischemic stroke 2023, Chinese J. Neurol., 2024, 57(6): 523–59.
- Neurology Branch of, Chinese Medical Association, Cerebrovascular Diseases Group, Association NboCM, Chinese guidelines for diagnosis and treatment of acute intracerebral hemorrhage 2019, Chinese J. Neurol., 2019, 52(12): 994–1005.
- Xu, Y., Wang, J., Wang, S., Li, J., Hou, Y., Guo, A., Neuromuscular conditions in post-stroke ankle-foot dysfunction reflected by surface electromyography, J. Neuroeng. Rehabil., 2024, 21(1): 137. 10.1186/s12984-024-01435-5.
- Bandini, V., Carpinella, I., Marzegan, A., Jonsdottir, J., Frigo, C.A., Avanzino, L., et al., Surface-electromyography-based co-contraction index for monitoring upper limb improvements in post-stroke rehabilitation:A pilot randomized controlled trial secondary analysis, Sens (Basel, Switz), 2023, 23(17). 10.3390/s23177320.
- Noor, A., Waris, A., Gilani, S.O., Kashif, A.S., Jochumsen, M., Iqbal, J., et al. Decoding of ankle joint movements in stroke patients using surface electromyography, Sens (Basel, Switz), 2021, 21(5). 10.3390/s21051575.
- Zhang, H., Li, X., Gong, Y., Wu, J., Chen, J., Chen, W., et al. Three-dimensional gait analysis and sEMG measures for robotic-assisted gait training in subacute stroke: A randomized controlled trial, BioMed. Res. Int., 2023, 2023: 7563802. 10.1155/2023/7563802.
- Liu, Y., Silva, R.M.L., Friedrich, J.B., Kao, D.S., Mourad, P.D., Bunnell, A.E. Surface electromyography-driven therapeutic gaming for rehabilitation of upper extremity weakness: A pilot study, Plastic. Reconstr. Surg., 2022, 150(1): 125–131. 10.1097/PRS.0000000000009208
- Hohsoh, N., Sanghan, T., Chong, D.Y.R., Stojanovic, G., Chatpun, S. Comparative electromyography analysis of subphase gait disorder in chronic stroke survivors, PeerJ, 2024, 12: e18473. 10.7717/peerj.18473.
- Matuszewska, A., Syczewska, M. Analysis of the movements of the upper extremities during gait: Their role for the dynamic balance, Gait Posture, 2023, 100: 82–90. 10.1016/j.gaitpost.2022.12.004.
- Lee, J., Chang, W.H., Kim, Y.H., Relationship between the corticospinal and corticocerebellar tracts and their role in upper extremity motor recovery in stroke patients, J. Personalized Med., 2021, 11(11): 10.3390/jpm11111162.
- Meyns, P., Comment: difference between assessment of upper limb movement and upper limb associated reactions during walking, J. Neuroeng. Rehabil., 2021, 18(1): 47. 10.1186/s12984-021-00844-0.
- Okamoto, Y, Ishii, D, Yamamoto, S, Ishibashi, K, Wakatabi, M, Kohno, Y, et al., Relationship between motor function, DTI, and neurophysiological parameters in patients with stroke in the recovery rehabilitation unit, J. Stroke Cerebrovasc. Diseases, 2021, 30(8): 105889. 10.1016/j.jstrokecerebrovasdis.2021.105889.
- Fu, H., Wang, L., Zhang, W., Lu, J., Yang, M., Diagnostic test accuracy of ultrasound for sarcopenia diagnosis: A systematic review and meta-analysis, J. Cachexia, Sarcopenia Muscle, 2023, 14(1): 57–70. 10.1002/jcsm.13149.
Language: English
Page range: 25 - 37
Submitted on: Mar 14, 2026
Accepted on: May 14, 2026
Published on: Sep 22, 2026
Published by: Wroclaw University of Science and Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
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© 2026 Rao Wang, Wenjun Li, published by Wroclaw University of Science and Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.