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Advances in quantitative assessment of parkinsonian motor symptoms with wearable devices

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References

  • Cai, G., Lin, Z., Dai, H., Xia, X., Xiong, Y., Horng, S.J., and Lueth, T.C. (2018). Quantitative assessment of Parkinsonian tremor based on a linear acceleration extraction algorithm. BioMed Signal Processing Control 42, 53–62.

    Article  Google Scholar 

  • Coy, J.A., Pfeiffer, J.H., Krieger, Y.S., Mehrkens, J.H., Botzel, B.K., Lueth, T.C. (2016). Mechatronic device for the optimization of the DBS-electrode placement. 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob). Singapore: IEEE 214–219.

    Google Scholar 

  • Dai, H., Xiong, Y., Cai, G., Xia, X., and Lin, Z. (2018). Parkinson’s Muscle stiffness quantitative monitoring system based on mechanical impedance measurement. Journal of Biomedical Engineering 35: 421–428.

    CAS  PubMed  Google Scholar 

  • Dong, Z.F., Wang, C.S., Zhang, Y.C., Zhang, Y., Sheng, Y.J., Hu, H., Luo, W.F., and Liu, C.F. (2017). Transcranial sonographic alterations of substantia nigra and third ventricle in Parkinson’s disease with or without dementia. Chin Med J 130, 2291–2295.

    Article  PubMed  PubMed Central  Google Scholar 

  • Du, J.J., and Chen, S.D. (2017). Current nondopaminergic therapeutic options for motor symptoms of Parkinson’s disease. Chin Med J 130, 1856–1866.

    Article  PubMed  PubMed Central  Google Scholar 

  • Gao, J., He, W., Du, L.J., Li, S., Cheng, L.G., Shih, G., and Rubin, J. (2016). Ultrasound strain elastography in assessment of resting biceps brachii muscle stiffness in patients with Parkinson’s disease: a primary observation. Clinical Imag 40, 440–444.

    Article  Google Scholar 

  • Griffiths, R.I., Kotschet, K., Arfon, S., Xu, Z.M., Johnson, W., Drago, J., Evans, A., Kempster, P., Raghav, S., and Horne, M.K. (2012). Automated assessment of bradykinesia and dyskinesia in Parkinson’s disease. J Parkinsons Dis 2, 47–55, doi: 10.3233/JPD-2012-11071.

    PubMed  Google Scholar 

  • Giuffrida, J.P., Riley, D.E., Maddux, B.N., and Heldman, D.A. (2009). Clinically deployable Kinesia™ technology for automated tremor assessment. Mov Disord 24, 723–730.

    Article  PubMed  Google Scholar 

  • Kwon, Y., Park, S.H., Kim, J.W., Ho, Y., Jeon, H.M., Bang, M.J., Koh, S. B., Kim, J.H., and Eom, G.M. (2014). Quantitative evaluation of parkinsonian rigidity during intra-operative deep brain stimulation. BioMed Mater Eng 24, 2273–2281, doi: 10.3233/BME-141040.

    PubMed  Google Scholar 

  • Li, L., Liu, M.S., Li, G.Q., Tang, J., Liao, Y., Zheng, Y., Guo, T.L., Kang, X., and Yuan, M.T. (2017). Relationship between apolipoprotein superfamily and Parkinson’s disease. Chin Med J 130, 2616–2623.

    Article  PubMed  PubMed Central  Google Scholar 

  • Li, Y., Wang, S.M., Guo, L., Zhu, J., Wang, Y., Li, L., and Zhao, Y.X. (2017). Effects of melatonin levels on neurotoxicity of the medial prefrontal cortex in a rat model of Parkinson’s disease. Chin Med J 130, 2726–2731.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lin, Z., Xiong, Y., Cai, G., Dai, H., Xia, X., Tan, Y., and Lueth, T.C. (2018). Quantification of Parkinsonian bradykinesia based on axis-angle representation and SVM multiclass classification method. IEEE Access 6, 26895–26903.

    Article  Google Scholar 

  • Lopane, G., Mellone, S., Chiari, L., Cortelli, P., Calandra-Buonaura, G., and Contin, M. (2015). Dyskinesia detection and monitoring by a single sensor in patients with Parkinson’s disease. Mov Disord 30, 1267–1271.

    Article  PubMed  Google Scholar 

  • Shaeffer, D.K. (2013). MEMS inertial sensors: a tutorial overview. IEEE Commun Mag 51, 100–109.

    Article  Google Scholar 

  • Timmer, J., Haussler, S., Lauk, M., and Lucking, C.H. (2000). Pathological tremors: Deterministic chaos or nonlinear stochastic oscillators? Chaos 10, 278–288.

    Article  PubMed  Google Scholar 

  • Wang, Y., Shen, Y., Xiong, K.P., He, P.C., Mao, C.J., Li, J., Wang, F.Y., Wang, Y.L., Huang, J.Y., and Liu, C.F. (2017). Tonic electromyogram density in multiple system atrophy with predominant Parkinsonism and Parkinson’s disease. Chin Med J 130, 684.

    Article  PubMed  PubMed Central  Google Scholar 

  • Zhang, J.R., Chen, J., Yang, Z.J., Zhang, H.J., Fu, Y.T., Shen, Y., He, P.C., Mao, C.J., and Liu, C.F. (2016). Rapid eye movement sleep behavior disorder symptoms correlate with domains of cognitive impairment in Parkinson’s disease. Chin Med J 129, 379.

    Article  PubMed  PubMed Central  Google Scholar 

  • Zhao, Y., Ramesberger, S., Fietzek, U.M., D′Angelo, L.T., and Lueth, T.C. (2013). A novel wearable laser device to regulate stride length in Parkinson’s disease. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Osaka: IEEE 5895–5898, doi: 10.1109/EMBC.2013.6610893.

    Google Scholar 

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Acknowledgements

This work was supported by the Joint Funds for the innovation of Science and Technology, Fuian province (2017Y9010) & the National Natural Science Foundation of China (81671265).

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Correspondence to Qinyong Ye.

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Zhong, X., Zheng, J. & Ye, Q. Advances in quantitative assessment of parkinsonian motor symptoms with wearable devices. Sci. China Life Sci. 61, 1589–1592 (2018). https://doi.org/10.1007/s11427-018-9434-5

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  • DOI: https://doi.org/10.1007/s11427-018-9434-5

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