Identification of distinct characteristics of postural sway in Parkinson's disease: A feature selection procedure based on principal component analysis

Neuroscience Letters

Volumn 394, Issue 2, 2006, Pages 140-145

  Rocchi, Laura ^a   Chiari, Lorenzo ^a   Cappello, Angelo ^a   Horak, Fay B ^b  

^a UNIVERSITY OF BOLOGNA   (Italy)

^b OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

Author keywords

Feature selection; Parkinson's disease; Posture; Principal component analysis

Indexed keywords

LEVODOPA;

ADULT; AGED; ARTICLE; BODY EQUILIBRIUM; BODY POSTURE; CLINICAL ARTICLE; CONTROLLED STUDY; HUMAN; MOTOR PERFORMANCE; PARKINSON DISEASE; PRACTICE GUIDELINE; PRESSURE; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PSYCHOMOTOR PERFORMANCE; STABILOGRAPHY; STANDING; VELOCITY;

AGED; FEMALE; HUMANS; LEVODOPA; MALE; MIDDLE AGED; MOVEMENT; MUSCULOSKELETAL EQUILIBRIUM; PARKINSON DISEASE; POSTURE; PRESSURE; PRINCIPAL COMPONENT ANALYSIS; PROPRIOCEPTION; PSYCHOMOTOR PERFORMANCE;

EID: 30344450458     PISSN: 03043940     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neulet.2005.10.020     Document Type: Article

References (28)

1. J.S. Bendat, A.G. Piersol, Measurement and Analysis of Random Data, Wiley & Sons, New York, 1986.
2. M. Bosek, B. Grzegorzewski, A. Kowalczyk, and I. Lubinski Degradation of postural control system as a consequence of Parkinson's disease and ageing Neurosci. Lett. 376 2005 215 220
3. J.P. Carroll, and W. Freedman Nonstationary properties of postural sway J. Biomech. 26 1993 409 416
4. L. Chiari, L. Rocchi, and A. Cappello Stabilometric parameters are affected by anthropometry and foot placement Clin. Biomech. (Bristol, Avon) 17 2002 666 677
5. J.J. Collins, and C.J. De Luca Open-loop and closed-loop control of posture: a random-walk analysis of center-of-pressure trajectories Exp. Brain Res. 95 1993 308 318
6. P. Corbeil, J.S. Blouin, F. Begin, V. Nougier, and N. Teasdale Perturbation of the postural control system induced by muscular fatigue Gait Posture 18 2003 92 100
7. H.C. Diener, J. Dichgans, M. Bacher, and B. Gompf Quantification of postural sway in normals and patients with cerebellar diseases Electroencephalogr. Clin. Neurophysiol. 57 1984 134 142
8. K. Fukunaga Introduction to Statistical Pattern Recognition 1990 Academic Press New York
9. I.T. Jolliffe Principal Component Analysis 1986 Springer-Verlag New York
10. N.L. Keijsers, M.W. Horstink, and S.C. Gielen Movement parameters that distinguish between voluntary movements and levodopa-induced dyskinesia in Parkinson's disease Hum. Mov. Sci. 22 2003 67 89
11. W.J. Kraemer, N.A. Ratamess, C.M. Maresh, J.A. Anderson, D.P. Tiberio, M.E. Joyce, B.N. Messinger, D.N. French, M.J. Sharman, M.R. Rubin, A.L. Gomez, J.S. Volek, R. Salvestre, and R.L. Hesslink Jr. Effects of treatment with acetylated fatty acid topical cream on static postural stability and plantar pressure distribution in patients with knee osteoarthritis J. Strength Cond. Res. 19 2005 115 121
12. D. Lafond, H. Corriveau, R. Hebert, and F. Prince Intrasession reliability of center of pressure measures of postural steadiness in healthy elderly people Arch. Phys. Med. Rehabil. 85 2004 896 901
13. E. Lim A walk through the management of Parkinson's disease Ann. Acad. Med. Singapore 34 2005 188 195
14. P.J. Loughlin, and M.S. Redfern Spectral characteristics of visually induced postural sway in healthy elderly and healthy young subjects IEEE Trans. Neural Syst. Rehabil. Eng. 9 2001 24 30
15. B.E. Maki, and W.E. McIlroy Postural control in the older adult Clin. Geriatr. Med. 12 1996 635 658
16. J. Massion Postural control system Curr. Opin. Neurobiol. 4 1994 877 887
17. C. Maurer, T. Mergner, J. Xie, M. Faist, P. Pollak, and C.H. Lucking Effect of chronic bilateral subthalamic nucleus (STN) stimulation on postural control in Parkinson's disease Brain 126 2003 1146 1163
18. C. Maurer, and R.J. Peterka A new interpretation of spontaneous sway measures based on a simple model of human postural control J. Neurophysiol. 93 2005 189 200
19. C.J. Morales, and E.D. Kolaczyk Wavelet-based multifractal analysis of human balance Ann. Biomed. Eng. 30 2002 588 597
20. A. Nardone, and M. Schieppati Group II spindle fibres and afferent control of stance. Clues from diabetic neuropathy Clin. Neurophysiol. 115 2004 779 789
21. T.E. Prieto, J.B. Myklebust, R.G. Hoffmann, E.G. Lovett, and B.M. Myklebust Measures of postural steadiness: differences between healthy young and elderly adults IEEE Trans. Biomed. Eng. 43 1996 956 966
22. M.A. Riley, R. Balasubramaniam, and M.T. Turvey Recurrence quantification analysis of postural fluctuations Gait Posture 9 1999 65 78
23. L. Rocchi, L. Chiari, and A. Cappello Feature selection of stabilometric parameters based on principal component analysis Med. Biol. Eng. Comput. 42 2004 71 79
24. L. Rocchi, L. Chiari, A. Cappello, A. Gross, and F.B. Horak Comparison between subthalamic nucleus and globus pallidus internus stimulation for postural performance in Parkinson's disease Gait Posture 19 2004 172 183
25. L. Rocchi, L. Chiari, and F.B. Horak Effects of deep brain stimulation and levodopa on postural sway in Parkinson's disease J. Neurol. Neurosurg. Psychiatry 73 2002 267 274
26. J. Tarantola, A. Nardone, E. Tacchini, and M. Schieppati Human stance stability improves with the repetition of the task: effect of foot position and visual condition Neurosci. Lett. 228 1997 75 78
27. N. Vuillerme, N. Pinsault, and J. Vaillant Postural control during quiet standing following cervical muscular fatigue: effects of changes in sensory inputs Neurosci. Lett. 378 2005 135 139
28. D.A. Winter Human balance and posture control during standing and walking Gait Posture 3 1995 193 214