Predicting disability levels of community dwelling older individuals using single wrist mounted accelerometer

2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014

Volumn , Issue , 2014, Pages 720-723

  Sankarpandi, Sathish K ^a   Dlay, Satnam ^a   Woo, Wai Lok ^a   Catt, Michael ^b  

^a NEWCASTLE UNIVERSITY   (United Kingdom)

^b NEWCASTLE UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

HOUSING; RISK ASSESSMENT;

ACCELEROMETER SIGNALS; ADDED VALUES; DISABILITY LEVEL; EXPLORATORY ANALYSIS; HOME ENVIRONMENT; LINEAR DISCRIMINANT CLASSIFIER; TIMED UP AND GO (TUG);

ACCELEROMETERS;

EID: 84906860865     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BHI.2014.6864465     Document Type: Conference Paper

References (13)

1. A. M. Verbrugge LM FAU Jette and J. AM, "The disablement process." Social Science & Medicine, vol. 38, no. 1, pp. 1-14, 1994
2. A. J. Thompson and J. C. Hobart, "Multiple sclerosis: assessment of disability and disability scales," vol. 245, no. 4, pp. 189-196, 1998
3. R. S. Podsiadlo D, "The timed "up & go": A test of basic functional mobility for frail elderly persons." vol. 39, no. 2, pp. 142-148, 1991
4. M. Narayanan, S. Redmond, M. Scalzi, S. Lord, B. Celler, and N. Lovell, "Longitudinal falls-risk estimation using triaxial accelerometry," IEEE Transactions on Biomedical Engineering, vol. 57, no. 3, pp. 534-541, 2010
5. A. Weiss, T. Herman, M. Plotnik, M. Brozgol, I. Maidan, N. Giladi, T. Gurevich, and J. M. Hausdorff, "Can an accelerometer enhance the utility of the timed up & go test when evaluating patients with parkinson's disease?" Medical Engineering & Physics, vol. 32, no. 2, pp. 119-125, 2010
6. D. Giansanti, "Investigation of fall-risk using a wearable device with accelerometers and rate gyroscopes," Physiological Measurement, vol. 27, no. 11, pp. 1081-1090, 2006
7. L. Palmerini, S. Mellone, G. Avanzolini, F. Valzania, and L. Chiari, "Quantification of motor impairment in parkinson's disease using an instrumented timed up and go test," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 21, no. 4, pp. 664-673, 2013
8. J. Collerton, K. Barrass, J. Bond, M. Eccles, C. Jagger, O. James, C. Martin-Ruiz, L. Robinson, T. von Zglinicki, and T. Kirkwood, "The newcastle 85+ study: biological, clinical and psychosocial factors associated with healthy ageing: study protocol," BMC Geriatrics, vol. 7, no. 1, p. 14, 2007
9. C. Jagger, J. Collerton, K. Davies, A. Kingston, L. Robinson, M. Eccles, T. von Zglinicki, C. Martin-Ruiz, O. James, T. Kirkwood, and J. Bond, "Capability and dependency in the newcastle 85+ cohort study. projections of future care needs," BMC Geriatrics, vol. 11, no. 1, pp. 1-11, 2011
10. M. Sun and J. Hill, "A method for measuring mechanical work and work efficiency during human activities," Journal of Biomechanics, vol. 26, no. 3, pp. 229-241, Mar. 1993
11. K. Aminian, P. Robert, E. Jquier, and Y. Schutz, "Incline, speed, and distance assessment during unconstrained walking." Medicine & Science in Sports & Exercise, vol. 27, no. 2, pp. 226-234, 1995
12. J. D. Spurrier, "On the null distribution of the kruskalwallis statistic," Journal of Nonparametric Statistics, vol. 15, no. 6, pp. 685-691, Dec. 2003
13. P. Pudil, J. Novoviov, and J. Kittler, "Floating search methods in feature selection," Pattern Recognition Letters, vol. 15, no. 11, pp. 1119-1125, Nov. 1994.