Quantification of tremor and bradykinesia in Parkinson's disease using a novel ambulatory monitoring system

IEEE Transactions on Biomedical Engineering

Volumn 54, Issue 2, 2007, Pages 313-322

  Salarian, Arash ^a   Russmann, Heike ^b   Wider, Christian ^b   Burkhard, Pierre R ^c   Vingerhoets, Françios J G ^b   Aminian, Kamiar ^a  

^a EPFL   (Switzerland)

^b LAUSANNE UNIVERSITY HOSPITAL   (Switzerland)

^c GENEVA UNIVERSITY HOSPITALS   (Switzerland)

Author keywords

Biomedical signal processing; Bradykinesia; Gyroscope; Parkinson's disease; Tremor; Wearable technology

Indexed keywords

ALGORITHMS; BIOMEDICAL ENGINEERING; DISEASE CONTROL; GYROSCOPES; PARAMETER ESTIMATION; SIGNAL PROCESSING;

BIOMEDICAL SIGNAL PROCESSING; BRADYKINESIA; PARKINSON'S DISEASE; TREMOR; WEARABLE TECHNOLOGY;

DISEASES;

ADULT; AGED; ALGORITHM; AMBULATORY MONITORING; ARM MOVEMENT; ARTICLE; BIOSENSOR; BRADYKINESIA; CALCULATION; CLINICAL ARTICLE; CONTROLLED STUDY; CORRELATION ANALYSIS; DAILY LIFE ACTIVITY; FEMALE; FOREARM; HUMAN; MALE; PARKINSON DISEASE; QUANTITATIVE ANALYSIS; REFERENCE VALUE; SENSITIVITY AND SPECIFICITY; SYSTEM ANALYSIS; TREMOR; UNIFIED PARKINSON DISEASE RATING SCALE; VIDEORECORDING;

AGED; DIAGNOSIS, COMPUTER-ASSISTED; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; FEMALE; HUMANS; HYPOKINESIA; MALE; MIDDLE AGED; MONITORING, AMBULATORY; PARKINSON DISEASE; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 33846666658     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2006.886670     Document Type: Article

References (27)

1. J. Parkinson, An Essay on the Shaking Palsy. London, U.K.: Neely & Jones, 1817.
2. M. B. Stern and W. C. Koller, "Parkinson's disease," in Parkinsonian Syndromes, M. B. Stern and W. C. Koller, Eds. New York: Marcel Dekker, 1993.
3. A. L. Benabid, A. Benazzouz, D. Hoffmann, P. Limousin, P. Krack, and P. Pollak, "Long-term electrical inhibition of deep brain targets in movement disorders," Movement Disorders, vol. 13, no. 3, pp. 119-125, 1998.
4. F. J. G. Vingerhoets, J.-G. Villemure, P. Temperli, C. Pollo, E. Pralong, and J. Ghika, "Subthalamic dbs replaces levodopa in Parkinson's disease: Two-year follow-up," Neurology, vol. 58, no. 3, pp. 396-401, 2002.
5. S. Fahn et al., "Unified Parkinson's disease rating scale," in Recent Developments in Parkinson's Disease, S. Fahn, C. D. Marsden, D. Calne, and M. Goldstein, Eds. Florham Park, NJ: McMillan Health Care Information, 1987, vol. II, pp. 153-163.
6. M. Bacher, E. Scholz, and H. C. Diener, "24 hour continuous tremor quantification based on emg recording," Electroencephalogr. Clin. Neurophysiol., vol. 72, pp. 176-183, 1989.
7. S. Spieker, A. Boose, S. Breit, and J. Dichgans, "Long-term measurement of tremor," Movement Disorders, vol. 13, no. 3, pp. 81-84, 1998.
8. R. J. W. Dunnewold, C. E. Jacobi, and J. J. van Hilten, "Quantitative assessment of bradykinesia in patients with Parkinson's disease," J. Neurosci. Meth., vol. 74, no. 1, pp. 107-112, 1997.
9. R. Eberhart, "Tremor quantification using digital actigraphy," in Proc. First Joint BMES/EMBS Conf., Indianpolis, IN, 1999, vol. 1, p. 521.
10. K. E. Norman, R. Edwards, and A. Beuter, "The measurement of tremor using a velocity transducer: Comparison to simultaneous recordings using transducers of displacement, acceleration and muscle activity," J. Neurosci. Meth., vol. 92, no. 1-2, pp. 41-54, 1999.
11. E. Scholz, M. Bacher, H. C. Diener, and J. Dichgans, "Twenty-four- hour tremor recordings in the evaluation of the treatment of Parkinson's disease," J. Neurol., vol. 235, no. 8, pp. 475-484, 1988.
12. G. Giovannoni, J. van Schalkwyk, V. U. Fritz, and A. J. Lees, "Bradykinesia akinesia inco-ordination test (brain test): An objective computerised assessment of upper limb motor function," J. Neurol., Neurosurg., Psychiatry, vol. 67, no. 5, pp. 624-629, 1999.
13. T. Boraud, F. Tison, and C. Gross, "Quantification of motor slowness in Parkinson's disease: Correlations between the tapping test and single joint ballistic movement parameters," Parkinsonism Related Disorders, vol. 3, no. 1, pp. 47-50, 1997.
14. S. Katayama, "Actigraph analysis of diurnal motor fluctuations during dopamine agonist therapy," Eur. Neurol., vol. 46, pp. 11-17, 2001.
15. J. I. Hoff, A. A. vander Plas, E. A. H. Wagemans, and J. J. van Hilten, "Accelerometric assessment of levodopa-induced dyskinesias in Parkinson's disease," Movement Disorders, vol. 16, no. 1, pp. 58-61, 2001.
16. E. J. Van Someren, "Actigraphic monitoring of movement and rest-activity rhythms in aging, Alzheimer's disease, and Parkinson's disease," IEEE Trans. Rehabil. Eng., vol. 5, no. 4, pp. 394-398, Dec. 1997.
17. E. J. W. Van Someren, B. F. M. Vonk, W. A. Thijssen, J. D. Speelman, P. R. Schuurman, M. Mirmiran, and D. F. Swaab, "A new actigraph for long-term registration of the duration and intensity of tremor and movement," IEEE Trans. Biomed. Eng., vol. 45, no. 3, pp. 386-395, Mar. 1998.
18. M. Smeja, F. Foerster, G. Fuchs, D. Emmans, A. Hornig, and J. Fahrenberg, "24-h assessment of tremor activity and posture in Parkinson's disease by multi-channel accelerometry," J. Psychophysiol., vol. 13, no. 4, pp. 245-256, 1999.
19. J. Ghika, A. Wiegner, J. Fang, L. Davies, R. Young, and J. Growdon, "Portable system for quantifying motor abnormalities in Parkinson's disease," IEEE Trans. Biomed. Eng., vol. 40, no. 3, pp. 276-283, Mar. 1993.
20. R. J. Dunnewold, J. I. Hoff, H. C. van Pelt, P. Q. Fredrikze, E. A.Wagemans, and B. J. van Hilten, "Ambulatory quantitative assessment of body position, bradykinesia, and hypokinesia in Parkinson's disease," J. Clin. Neurophysiol., vol. 15, no. 3, pp. 235-242, 1998.
21. P. R. Burkhard, J. W. Langston, and J. W. Tetrud, "Voluntarily simulated tremor in normal subjects," Neurophysiologie Clinique, vol. 32, no. 2, pp. 119-126, 2002.
22. J. D. O'Sullivan, C. M. Said, L. C. Dillon, M. Hoffman, and A. J. Hughes, "Gait analysis in patients with Parkinson's disease and motor fluctuations: Influence of levodopa and comparison with other measures of motor function," Movement Disorders, vol. 13, no. 6, pp. 900-906, 1998.
23. P. Temperli, J. Ghika, J. G. Villemure, P. R. Burkhard, J. Bogousslavsky, and F. J. G. Vingerhoets, "How do Parkinsonian signs return after discontinuation of subthalamic dbs?," Neurology, vol. 60, no. 1, pp. 78-81, 2003.
24. G. Deuschl, P. Bain, and M. Brin, "Consensus statement of the movement disorder society on tremor," Movement Disorders, vol. 13, pp. 2-23, 1998.
25. J. P. Burg, Maximum entropy spectral analysis Stanford Univ. Stanford, CA, 1975, Ph.D. dissertation.
26. A. V. Oppenheim and R. W. Shafer, Discrete-Time Signal Processing, 2nd ed. Upper Saddle River, NJ: Prentice-Hall, 1998.
27. M. Zappia, R. Montesanti, R. Colao, and A. Quattrone, "Usefulness of movement time in the assessment of Parkinsons-disease," J. Neurol., vol. 241, no. 9, pp. 543-550, 1994.