On the use of information theory for detecting upper limb motor dysfunction: An application to Parkinson's disease

Physica A: Statistical Mechanics and its Applications

Volumn 390, Issue 23-24, 2011, Pages 4451-4458

  De Oliveira, M Elias ^a   Menegaldo, L L ^b   Lucarelli, P ^c   Andrade, B L B ^b   Buchler P ^a  

^a UNIVERSITY OF BERN   (Switzerland)

^b MILITARY INSTITUTE OF ENGINEERING   (Brazil)

^c PAULISTA UNIVERSITY   (Brazil)

Author keywords

Motor dysfunction; Mutual information; Parkinson's disease; Upper limb

Indexed keywords

AMINES; DIAGNOSIS; INFORMATION THEORY; INFORMATION USE; NEURONS;

CLINICAL ASSESSMENTS; DOPAMINERGIC NEURONS; EARLY DIAGNOSTIC MARKERS; INTER-JOINT COORDINATIONS; MUTUAL INFORMATIONS; NEURODEGENERATIVE DISORDERS; PARKINSON'S DISEASE; UPPER LIMBS;

NEURODEGENERATIVE DISEASES;

EID: 80052569755     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2011.06.048     Document Type: Article

References (36)

1. J. Parkinson An essay on the shaking palsy. 1817 The Journal of Neuropsychiatry and Clinical Neurosciences 14 2 2002 223 236 discussion 222
2. J. Jankovic Parkinsons disease: clinical features and diagnosis Journal of Neurology Neurosurgery and Psychiatry 79 4 2008 368 376 (Pubitemid 351441488)
3. S. Fahn, and R.L. Elton Members of the UPDRS development committee. Unified Parkinsons disease rating scale Recent Developments in Parkinsons Disease 2 1987 153 164
4. M.M. Hoehn, and M.D. Yahr Parkinsonism: onset, progression and mortality Neurology 17 5 1967 427 442
5. H.B. Bussmann, P.J. Reuvekamp, P.H. Veltink, W.L. Martens, H.J. Stam, Validity and reliability of measurements obtained with an "activity monitor" in people with and without a transtibial amputation 1998.
6. A. Manson, P. Brown, J. O'Sullivan, P. Asselman, D. Buckwell, and A. Lees An ambulatory dyskinesia monitor Journal of Neurology, Neurosurgery & Psychiatry 68 2 2000 196 201 (Pubitemid 30245843)
7. N.L.W. Keijsers, M.W.I.M. Horstink, and S.C.A.M. Gielen Ambulatory motor assessment in Parkinson's disease Movement Disorders Official Journal of the Movement Disorder Society 21 1 2006 34 44 (Pubitemid 43273747)
8. R.M. Yulmetyev, S.A. Demin, O.Y. Panischev, P. Hnggi, S.F. Timashev, and G.V. Vstovsky Regular and stochastic behavior of Parkinsonian pathological tremor signals Physica A: Statistical Mechanics and its Applications 369 2 2006 39
9. 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 Journal of Clinical Neurophysiology 15 3 1998 235 242 (Pubitemid 28376424)
10. J.M. Hausdorff, Y. Balash, and N. Giladi Time series analysis of leg movements during freezing of gait in Parkinson's disease: akinesia, rhyme or reason? Physica A: Statistical Mechanics and its Applications 321 34 2003 565 570
11. R. Bartsch, M. Plotnik, J.W. Kantelhardt, S. Havlin, N. Giladi, and J.M. Hausdorff Fluctuation and synchronization of gait intervals and gait force profiles distinguish stages of Parkinson's disease Physica A 383 2 2007 455 465 (Pubitemid 47031544)
12. S.T. Moore, H.G. MacDougall, J.-M. Gracies, H.S. Cohen, and W.G. Ondo Long-term monitoring of gait in Parkinson's disease Gait & Posture 26 2 2007 200 207 (Pubitemid 46880344)
13. M. Bchlin, M. Plotnik, D. Roggen, I. Maidan, J.M. Hausdorff, N. Giladi, and G. Tröster Wearable assistant for Parkinson's disease patients with the freezing of gait symptom IEEE Transactions on Information Technology in Biomedicine a Publication of the IEEE Engineering in Medicine and Biology Society 14 2 2010 436 446
14. P.R. Burkhard, H. Shale, J.W. Langston, and J.W. Tetrud Quantification of dyskinesia in Parkinson's disease: validation of a novel instrumental method Movement Disorders Official Journal of the Movement Disorder Society 14 5 1999 754 763 (Pubitemid 29509617)
15. N.L. Keijsers, M.W. Horstink, J.J. Van Hilten, J.I. Hoff, and C.C. Gielen Detection and assessment of the severity of levodopa-induced dyskinesia in patients with Parkinson's disease by neural networks Movement Disorders Official Journal of the Movement Disorder Society 15 6 2000 1104 1111
16. P. Morasso, and V. Sanguineti Equilibrium-point and self-organization Behavioral and Brain Sciences 15 1992 781 782
17. M.J. Hollerbach, and T. Flash Dynamic interactions between limb segments during planar arm movement Biological Cybernetics 44 1 1982 67 77 (Pubitemid 12018160)
18. C.E. Shannon, and W. Weaver The Mathematical Theory of Information vol. 97 1949 University of Illinois Press
19. T.M. Cover, and J.A. Thomas Wiley seri of Wiley Series in Telecommunications Elements of Information Theory 1991 Wiley
20. H. Kantz, and T. Schreiber Nonlinear Time Series Analysis vol. 47 of 7 1997 Cambridge University Press
21. H. Kantz, and T. Schreiber Dimension estimates and physiological data Chaos An Interdisciplinary Journal of Nonlinear 5 1995 143
22. D. Hoyer, B. Pompe, K.H. Chon, H. Hardraht, C. Wicher, and U. Zwiener Mutual information function assesses autonomic information flow of heart rate dynamics at different time scales IEEE Transactions on Biomedical Engineering 52 4 2005 584 592 (Pubitemid 40477168)
23. B. Pompe, P. Blidh, D. Hoyer, and M. Eiselt Using mutual information to measure coupling in the cardiorespiratory system IEEE Engineering in Medicine and Biology Magazine 17 6 1999 32 39
24. R.K. Otnes, and L.D. Enochson Digital Time Series Analysis 1972 Wiley
25. T. Schreiber, and A. Schmitz Surrogate time series Physica D 142 34 1999 28
26. E. Toledo, S. Akselrod, I. Pinhas, and D. Aravot Does synchronization reflect a true interaction in the cardiorespiratory system? Medical Engineering & Physics 24 1 2002 45 52 (Pubitemid 34219118)
27. R. Ihaka, and R. Gentleman R: a language for data analysis and graphics Journal Of Computational And Graphical Statistics 5 3 1996 299 314
28. H. Gomi, and M. Kawato Human arm stiffness and equilibrium-point trajectory during multi-joint movement Biological Cybernetics 76 3 1997 163 171 (Pubitemid 127665176)
29. R. Shadmehr, and F.A. Mussa-Ivaldi Adaptive task of dynamics during learning of a motor Neuroscience 74 1994 3208 3224 (Pubitemid 24139004)
30. G.L. Gottlieb, Q. Song, D.A. Hong, G.L. Almeida, and D. Corcos Coordinating movement at two joints: a principle of linear covariance Journal of Neurophysiology 75 4 1996 1760 1764 (Pubitemid 126515768)
31. N. Bernstein The co-ordination and regulation of movements vol. 6 1967 Pergamon Press
32. P.N. Kugler, and M.T. Turvey Information, Natural Law, and the Self- Assembly of Rhythmic Movement 1987 Erlbaum
33. N. Hogan An organizing principle for a class of voluntary movements Journal of Neuroscience 4 11 1984 2745 2754 (Pubitemid 15224418)
34. G. Schöner, and J.A. Kelso Dynamic pattern generation in behavioral and neural systems Science 239 4847 1988 1513 1520
35. J.A.S. Kelso, and G. Schöner Self-organization of coordinative movement patterns Human Movement Science 7 88 1988 27 46
36. T. Flash The Organization of Human arm Trajectory Control 1990 Springer pp. 282301