Continuous assessment of gait velocity in Parkinson's disease from unobtrusive measurements

Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering

Volumn , Issue , 2007, Pages 700-703

  Pavel, Misha ^a,b   Hayes, Tamara ^a,b   Tsay, Ishan ^b   Erdogmus, Deniz ^a,b   Paul, Anindya ^a   Larimer, Nicole ^b   Jimison, Holly ^a,b   Nutt, John ^b  

^a IEEE

^b OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DISEASES; DYNAMIC MODELS; HIDDEN MARKOV MODELS; PATIENT MONITORING; SENSOR NETWORKS;

GAIT VELOCITY; NEURODEGENERATIVE DISEASES; RADIO FREQUENCY IDENTIFICATION; UNOBTRUSIVE MEASUREMENTS;

GAIT ANALYSIS;

EID: 34548797064     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CNE.2007.369769     Document Type: Conference Paper

References (10)

1. P. L. Sheridan, J. Solomont, N. Kowall, and J. M. Hausdorff, "Influence of executive function on locomotor function: divided attention increases gait variability in Alzheimer's disease," J Am Geriatr Soc, vol. 51, pp. 1633-7, 2003.
2. R. Camicioli, D. Howieson, B. Oken, G. Sexton, and J. Kaye, "Motor slowing precedes cognitive impairment in the oldest old," Neurology, vol. 50, pp. 1496-8, 1998.
3. R. Camicioli, M. M. Moore, G. Sexton, D. B. Howieson, and J. A. Kaye, "Age-related brain changes associated with motor function in healthy older people," J Am Geriatr Soc, vol. 47, pp. 330-4, 1999
4. T. L. Hayes, M. Pavel, and J. A. Kaye, "An unobtrusive in-home monitoring system for detection of key motor changes preceding cognitive decline," presented at 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Francisco, CA, 2004.
5. T. Hayes, M. Pavel, P. K. Schallau, and A. M. Adami, "Unobtrusive monitoring of health status in an aging population.," presented at 5th International Conference on Ubiquitous Computing, Seattle, Washington., 2003.
6. T.L. Hayes, M. Pavel, A. Adami, N. Larimer, A. Tsay and J. Nut, "Distributed healthcare: Simultaneous assessment of multiple individuals, Pervasive Computing", 6 (1), 36-43, 2007.
7. M. Pavel, T. L. Hayes, A. Adami, H. B. Jimison, and J. Kaye, "Unobtrusive assessment of mobility," presented at 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, New York, NY, 2006.
8. R. B. Postuma, , T. Arenovich, A. E. Lang, Does severity of Parkinson's disease vary according to season? Movement Disorders, Volume 20, Issue 4 ,2004,pp 476 - 479
9. A. Dempster, N. Laird, and D. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," Journal of the Royal Statistical Society, vol. 39, pp. 1-39, 1977.
10. M. Jordan and R. Jacobs, "Hierarchical mixtures of experts and EM algorithm," Neural Computation, vol. 5, pp. 181-214, 1994.