Analysis of dynamic EMG and acceleration measurements in Parkinson's disease

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Volumn , Issue , 2008, Pages 5053-5056

  Rissanen, Saara M ^a,b   Kankaanpää, Markku ^b   Tarvainen, Mika P ^a   Meigal, Alexander ^c   Nuutinen, Juho ^b   Tarkka, Ina M ^d   Airaksinen, Olavi ^b   Karjalainen, Pasi A ^a  

^a UNIVERSITY OF EASTERN FINLAND   (Finland)

^b KUOPIO UNIVERSITY HOSPITAL   (Finland)

^c PETROZAVODSK STATE UNIVERSITY   (Russian Federation)

^d Brain Research and Rehabilitation Center Neuron   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELERATION MEASUREMENT; ACCELEROMETERS; DIAGNOSIS; NEURODEGENERATIVE DISEASES;

ACCELERATION DATA; CORRELATION DIMENSIONS; ELECTROMYOGRAPHIC; HIGH DIMENSIONAL FEATURE; PARKINSON'S DISEASE; PRINCIPAL COMPONENTS; QUANTITATIVE ASSESSMENTS; RECURRENCE RATES;

ACCELERATION;

ACCELERATION; ALGORITHM; ARTICLE; COMPUTER ASSISTED DIAGNOSIS; ELECTROMYOGRAPHY; HUMAN; METHODOLOGY; MOVEMENT (PHYSIOLOGY); MUSCLE CONTRACTION; PARKINSON DISEASE; PATHOPHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SKELETAL MUSCLE;

ACCELERATION; ALGORITHMS; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROMYOGRAPHY; HUMANS; MOVEMENT; MUSCLE CONTRACTION; MUSCLE, SKELETAL; PARKINSON DISEASE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 61849158745     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4650349     Document Type: Conference Paper

References (12)

1. E.A.Clancy, D. Farina and G. Filligoi, "Single-channel techniques for information extraction from the surface EMG signal", in Electromyography: Physiology, Engineering, and Noninvasive Applications, Wiley-IEEE Press, USA, 2004.
2. L. Fattorini, F. Felici, G. C. Filligoi, M. Traballesi and D. Farina, Influence of high motor unit synchronization levels on non-linear and spectral variables of the surface EMG, J. Neurosci. Meth., vol. 143, 2005, pp 133-139.
3. D. Flament, D. E. Vaillancourt, T. Kempf, K. Shannon and D. M. Corcos, EMG remains fractioned in Parkinson's disease, despite practicerelated improvements in performance, Clin. NeurophysioL, vol. 114, 2003, pp 2385-2396.
4. T. A. Kuusela, T. T. Jartti, K.U. O. Tahvanainen and T. J. Kaila, Nonlinear methods of biosignal analysis in assessing terbutaline-induced heart rate and blood pressure changes, Am. J. Physiol. Heart. Circ. Physiol, vol. 282, 2002, pp H773-H781.
5. A. I. Meigal, S. Rissanen, M. P. Tarvainen, P. A. Karjalainen, I. A. Iudina-Vassel, O. Airaksinen and M. Kankaanpää, Novel parameters of surface EMG in patients with Parkinson's disease and healthy young and old controls, J. Electromyogr. Kinesiol. (2008), in press.
6. J. S. Richman and J. R. Moorman, Physiological time-series analysis using approximate entropy and sample entropy, Am. J. Physiol. Heart Circ. PhysioL, vol. 278, 2000, pp H2039-H2049.
7. J. A. Robichaud, K. D. Pfann, C. L. Cornelia and D. M. Corcos, Effect of medication on EMG patterns in individuals with Parkinson's disease, Mov. Disord., vol. 5, 2002, pp 950-960.
8. J. A. Robichaud, K. D. Pfann, C. L. Cornelia, M. Brandabur and D. M. Corcos, Greater impairment of extension movements as compared to flexion movements in Parkinson's disease, Exp. Brain Res., vol. 156, 2004, pp 240-254.
9. J. A. Robichaud, K. D. Pfann, D. E. Vaillancourt, C. L. Cornelia and D. M. Corcos, Force control and disease severity in Parkinson's disease, Mov. Disord., vol. 20, no. 4, 2005, pp 441-450.
10. M. P. Tarvainen, P. O. Ranta-aho and PA. Karjalainen, An advanced detrending method with application to HRV analysis, IEEE Trans. Biomed. Eng., vol. 49, no. 2, 2002, pp 172-175.
11. D. E. Vaillancourt and K. M. Newell, The dynamics of resting and postural tremor in Parkinson's disease, Clin. Neurophysiol, vol. 111, 2000, pp 2046-2056.
12. J. Valls-Solé and F. Valldeoriola, Neurophysiological correlate of clinical signs in Parkinson's disease, Clin. NeurophysioL, vol. 113, 2002, pp 792-805.