Extraction of sources of tremor in hand movements of patients with movement disorders

IEEE Transactions on Information Technology in Biomedicine

Volumn 13, Issue 1, 2009, Pages 49-56

  Vinjamuri, Ramana ^a   Crammond, Donald J ^b   Kondziolka, Douglas ^b   Lee, Heung No ^a   Mao, Zhi Hong ^a  

^a University of Pittsburgh   (United States)

^b UNIVERSITY OF PITTSBURGH MEDICAL CENTER   (United States)

Author keywords

Blind source separation; Convolutive mixtures; Essential tremor (ET); Time frequency analysis (TFA)

Indexed keywords

CENTRAL NERVOUS SYSTEMS; CONVOLUTIVE MIXTURE; CONVOLUTIVE MIXTURES; DATA GLOVE; EFFICIENT METHOD; ESSENTIAL TREMOR; ESSENTIAL TREMOR (ET); EXPERIMENTAL DATA; FINGER MOVEMENTS; FREQUENCY COMPONENTS; HAND MOVEMENT; MIXTURE MODEL; MOVEMENT DISORDERS; NEURAL ACTIVITY; TIME FREQUENCY ANALYSIS; TIME-FREQUENCY ANALYSIS (TFA);

APARTMENT HOUSES; MIXTURES; SEPARATION; SIGNAL ANALYSIS;

BLIND SOURCE SEPARATION;

ADULT; AGED; ALGORITHM; ARTICLE; BIOMECHANICS; COMPUTER ASSISTED DIAGNOSIS; ESSENTIAL TREMOR; FEMALE; FOURIER ANALYSIS; HAND; HUMAN; INFORMATION PROCESSING; MALE; METHODOLOGY; MOVEMENT (PHYSIOLOGY); PATHOPHYSIOLOGY; PSYCHOMOTOR PERFORMANCE;

ADULT; AGED; ALGORITHMS; BIOMECHANICS; DATA COLLECTION; DIAGNOSIS, COMPUTER-ASSISTED; ESSENTIAL TREMOR; FEMALE; FOURIER ANALYSIS; HAND; HUMANS; MALE; MOVEMENT; PSYCHOMOTOR PERFORMANCE;

EID: 63449125733     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2008.2006403     Document Type: Article

References (28)

1. S. K. Patrick, A. A. Denington, M. J. A. Gauthier, D. M. Gillard, and A. Prochazka, "Quantification of the UPDRS rigidity scale," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 9, no. 1, pp. 31-41, Mar. 2001.
2. R. J. Elble, "Gravitational artifact in accelerometric measurements of tremor," Clin. Neurophysiol., vol. 116, no. 7, pp. 1638-1643, Jul. 2005.
3. V. Rajaraman, D. Jack, S. Adamovich, W. Hening, J. Saged, and H. Poizner, "A novel quantitative method for 3D measurement of Parkinsonian tremor," Clin. Neurophysiol., vol. 111, no. 2, pp. 338-343, Feb. 2000.
4. R. J. Elble, R. Sinha, and C. Higgins, "Quantification of tremor with a digitizing tablet," J. Neurosci. Methods, vol. 32, no. 3, pp. 193-198, Jun. 1990.
5. K. E. Lyons, R. Pahwa, and Eds., Handbook of Essential Tremor and Other Tremor Disorders. New York: Taylor & Francis, 2005.
6. A. D. Will, D. J. Warner, G. W. Peterson, S. H. Price, E. J. Sale, and C. A. L. Linda, "Quantitative analysis of tremor and chorea using the VPL data glove," Ann. Neurol., vol. 28, no. 2, p. 299, Aug. 1990.
7. R. Vinjamuri, Z.-H. Mao, R. Sclabassi, and M. Sun, "Limitations of surface EMG signals of extrinsic muscles in predicting postures of human hand," in Proc. 28th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., 2006, pp. 5491-5494.
8. R. Vinjamuri, Z.-H. Mao, R. Sclabassi, and M. Sun, "Time-varying synergies in velocity profiles of finger joints of the hand during reach and grasp," in Proc. 29th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc. 2007, pp. 4846-4849.
9. C. N. Riviere, S. G. Reich, and N. V. Thakor, "Adaptive Fourier modeling of quantification of tremor," J. Neurosci. Methods, vol. 74, no. 1, pp. 77-87, Jun. 1997.
10. P. E. O'Suilleabhain and J. Y. Matsumoto, "Time-frequency analysis of tremors," Brain, vol. 121, no. 11, pp. 2127-2134, Nov. 1998.
11. A. Anouti and W. C. Koller, "Tremor disorders. Diagnosis and management," West J. Med., vol. 162, no. 6, pp. 510-513, Jun. 1995.
12. T. Flash and B. Hochner, "Motor primitives in vertebrates and invertebrates," Curr. Opin. Neurobiol., vol. 15, no. 6, pp. 660-666, Dec. 2005.
13. G. Deuschl and R. J. Elble, "The pathophysiology of essential tremor," Neurology, vol. 54, no. 11, pp. S14-S20, 2000.
14. J. Raethjen, R. B. Govindan, F. Kopper, M. Muthuramanan, and G. Deuschl, "Cortical involvement in the generation of essential tremor," J. Neurophysiol., vol. 97, no. 5, pp. 3219-3228, May 2007.
15. J. Shahed and J. Jankovic, "Exploring the relationship between essential tremor and Parkinson's disease," Parkinsonism Relat. Disord., vol. 13, no. 2, pp. 67-76, Mar. 2007.
16. S. E. Hua, F. A. Lenz, T. A. Zirh, S. G. Reich, and P. M. Dougherty, "Thalamic neuronal activity correlated with essential tremor," J. Neurol. Neurosurg. Psychiatry, vol. 64, no. 2, pp. 273-276, Feb. 1998.
17. B. Hellwig, S. Haubler, B. Schelter, M. Lauk, B. Gushlbauer, J. Timmer, and C. H. Lucking, "Tremor-correlated cortical activity in essential tremor," Lancet, vol. 357, no. 9255, pp. 519-523, Feb. 2001.
18. A. Rajput, C. A. Robinson, and A. H. Rajput, "Essential tremor course and disability: A clinicopathologic study of 20 cases," Neurology vol. 62, no. 6, pp. 932-936, Mar. 2004.
19. M. Castella, S. Rhioui, E. Moreau, and J.-C. Pesquet, "Quadratic higher-order criteria for iterative blind separation of a MIMO convolutive mixture of sources," IEEE Trans. Signal Process., vol. 55, no. 1, pp. 218-232, Jan. 2007.
20. A. Hyvarinen, J. Karhunen, and E. Oja, Independent Component Analysis New York: Wiley, 2001.
21. R. Gentner and J. Classen, "Modular organization of finger movements by the human central nervous system," Neuron, vol. 52, no. 4, pp. 731-742, Nov. 2006.
22. J. H. McAuley and C. D. Marsden, "Physiological and pathological tremors and rhythmic central motor control," Brain, vol. 123, no. 8, pp. 1545-1567, Aug. 2000.
23. X. Liu, C. Miall, T. Z. Aziz, J. A. Palace, P. N. Haggard, and J. F. Stein, "Analysis of action tremor and impaired control of movement velocity in multiple sclerosis during visually guided wrist-tracking tasks," Movement Disord., vol. 12, no. 6, pp. 992-999, Nov. 1997.
24. H. Gavert, J. Hurri, J. Sarela, and A. Hyvarinen. (2005, Oct.). FastICA version 2.5 [Online]. Available: http://www.cis.hut.fi/projects/ica/ fastica/
25. M. J. McKeown, Y.-J. Hu, and Z. J. Wang, "ICA denoising for event-related fMRI studies," in Proc. 27th Annu. Conf. IEEE Eng. Med. Biol. Soc., 2005, pp. 157-161.
26. B. Koster, G. Deuschl, L. J. Timmer, B. Guschlbauer, and C. H. Lucking, "Essential tremor and cerebellar dysfunction: Abnormal ballistic movements," J. Neurol., Neurosurg. Psychiatry, vol. 73, no. 4, pp. 400-405, Oct. 2002.
27. S. E. Hua and F. A. Lenz, "Posture-related oscillations in human cerebellar thalamus in essential tremor are enabled by voluntary motor circuits," J. Neurophysiol., vol. 93, no. 1, pp. 117-127, Jan. 2005.
28. D. Plenz and S. T. Kital, "A basal ganglia pacemaker formed by the subthalamic nucleus and external globus pallidus," Nature, vol. 400, no. 6745, pp. 677-682, Aug. 1999.