Analysis and Discrimination of Surface Electromyographic Features for Parkinson’s Disease during Elbow Flexion Movements

References

• Bartuzi, P., Roman-Liu, D., & Tokarski, T. (2007). A study of the influence of muscle type and muscle force level on individual frequency bands of the EMG power spectrum. International Journal of Occupational Safety and Ergonomics, 13(3), 241–254. doi:10.1080/10803548.2007.11076725
   PubMed Web of Science ®Google Scholar
• Berardelli, A., Rothwell, J. C., Day, B. L., Kachi, T., & Marsden, C. D. (1984). Duration of the first agonist EMG burst in ballistic arm movements. Brain Research, 304(1), 183–187. doi:10.1016/0006-8993(84)90879-5
   PubMed Web of Science ®Google Scholar
• Chaudhuri, K. R., & Schapira, A. H. (2009). Non-motor symptoms of Parkinson's disease: Dopaminergic pathophysiology and treatment. The Lancet Neurology, 8(5), 464–474. doi:10.1016/S1474-4422(09)70068-7
   PubMed Web of Science ®Google Scholar
• David, F. J., Rafferty, M. R., Robichaud, J. A., Prodoehl, J., Kohrt, W. M., Vaillancourt, D. E., & Corcos, D. M. (2012). Progressive resistance exercise and Parkinson's disease: A review of potential mechanisms. Parkinson's Disease, 2012, 124527. doi:10.1155/2012/124527
   PubMed Web of Science ®Google Scholar
• de Lau, L. M., & Breteler, M. M. (2006). Epidemiology of Parkinson's disease. The Lancet. Neurology, 5(6), 525–535. doi:10.1016/S1474-4422(06)70471-9
   PubMed Web of Science ®Google Scholar
• de Luca, C. J. (1997). The use of electromyography in biomechanics. Journal of Applied Biomechanics, 13(2), 135–163. doi:10.1123/jab.13.2.135
   Web of Science ®Google Scholar
• de Souza, L. A., Curtarelli Mde, B., Mukherjee, M., & Dionisio, V. C. (2011). The effect of the partially restricted sit-to-stand task on biomechanical variables in subjects with and without Parkinson’s disease. Journal of Electromyography and Kinesiology, 21(5), 719–726. doi:10.1016/j.jelekin.2011.04.007
   PubMed Web of Science ®Google Scholar
• Hallett, M., & Khoshbin, S. (1980). A physiological mechanism of bradykinesia. Brain: A Journal of Neurology, 103(2), 301–314. doi:10.1093/brain/103.2.301
   PubMed Web of Science ®Google Scholar
• Hass, C. J., Collins, M. A., & Juncos, J. L. (2007). Resistance training with creatine monohydrate improves upper-body strength in patients with Parkinson disease: A randomized trial. Neurorehabilitation and Neural Repair, 21(2), 107–115. doi:10.1177/1545968306293449
   PubMed Web of Science ®Google Scholar
• Kugler, P., Jaremenko, C., Schlachetzki, J., Winkler, J., Klucken, J., & Eskofier, B. (2013). Automatic recognition of Parkinson's disease using surface electromyography during standardized gait tests. Paper presented at the EMBC 2013. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp. 5781–5784), Osaka, Japan.
   Google Scholar
• Lu, W. C., Ji, X. B., Li, M. J., Liu, L., Yue, B. H., & Zhang, L. M. (2013). Using support vector machine for materials design. Advances in Manufacturing, 1(2), 151–159. doi:10.1007/s40436-013-0025-2
   Web of Science ®Google Scholar
• Marsden, C. D., & Obeso, J. A. (1994). The functions of the basal ganglia and the paradox of stereotaxic surgery in Parkinson's disease. Brain, 117(4), 877–897. doi:10.1093/brain/117.4.877
   PubMedGoogle Scholar
• Meigal, A. Y., Rissanen, S. M., Tarvainen, M. P., Airaksinen, O., Kankaanpää, M., & Karjalainen, P. A. (2013). Non-linear EMG parameters for differential and early diagnostics of Parkinson's Disease. Frontiers in Neurology, 4, 135. doi:10.3389/fneur.2013.00135
   PubMed Web of Science ®Google Scholar
• Meigal, A. I., Rissanen, S. M., Tarvainen, M. P., Karjalainen, P. A., Iudina-Vassel, I. A., Airaksinen, O., & Kankaanpää, M. (2009). Novel parameters of surface EMG in patients with Parkinson’s disease and healthy young and old controls. Journal of Electromyography and Kinesiology, 19(3), e206–e213. doi:10.1016/j.jelekin.2008.02.008
   PubMed Web of Science ®Google Scholar
• Pagano, G., Niccolini, F., & Politis, M. (2016). Imaging in Parkinson's disease. Clinical Medicine (Medicine), 16(4), 371–375. doi:10.7861/clinmedicine.16-4-371
   PubMed Web of Science ®Google Scholar
• Proud, E. L., Miller, K. J., Bilney, B., Balachandran, S., McGinley, J. L., & Morris, M. E. (2015). Evaluation of measures of upper limb functioning and disability in people with Parkinson disease: A systematic review. Archives of Physical Medicine and Rehabilitation, 96(3), 540–551. doi:10.1016/j.apmr.2014.09.016
   PubMed Web of Science ®Google Scholar
• Rissanen, S. M., Kankaanpää, M., Tarvainen, M. P., Novak, V., Novak, P., Hu, K., … Karjalainen, P. A. (2011). Analysis of EMG and acceleration signals for quantifying the effects of deep brain stimulation in Parkinson's disease. IEEE Transactions on Biomedical Engineering, 58(9), 2545–2553.
   PubMed Web of Science ®Google Scholar
• Rissanen, S. M., Ruonala, V., Pekkonen, E., Kankaanpää, M., Airaksinen, O., & Karjalainen, P. A. (2015). Signal features of surface electromyography in advanced Parkinson's disease during different settings of deep brain stimulation. Clinical Neurophysiology, 126(12), 2290–2298. doi:10.1016/j.clinph.2015.01.021
   PubMed Web of Science ®Google Scholar
• Robichaud, J. A., Pfann, K. D., Leurgans, S., Vaillancourt, D. E., Comella, C. L., & Corcos, D. M. (2009). Variability of EMG patterns: A potential neurophysiological marker of Parkinson’s disease? Clinical Neurophysiology, 120(2), 390–397. doi:10.1016/j.clinph.2008.10.015
   PubMed Web of Science ®Google Scholar
• Robichaud, J. A., Pfann, K. D., Vaillancourt, D. E., Comella, C. L., & Corcos, D. M. (2005). Force control and disease severity in Parkinson's disease. Movement Disorders, 20(4), 441–450. doi:10.1002/mds.20350
   PubMed Web of Science ®Google Scholar