Determination of gait patterns in children with spastic diplegic cerebral palsy using principal components

Gait and Posture

Volumn 29, Issue 1, 2009, Pages 71-75

  Carriero, Alessandra ^a   Zavatsky, Amy ^b   Stebbins, Julie ^c   Theologis, Tim ^c   Shefelbine, Sandra J ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b UNIVERSITY OF OXFORD   (United Kingdom)

^c NUFFIELD ORTHOPAEDIC CENTRE   (United Kingdom)

Author keywords

Cerebral palsy; Children; Cluster analysis; Gait analysis; Quantitative methods

Indexed keywords

ARTICLE; CEREBRAL PALSY; CHILD; CLINICAL ARTICLE; CLINICAL EVALUATION; CLUSTER ANALYSIS; CONTROLLED STUDY; GAIT; HUMAN; KINEMATICS; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; TREATMENT PLANNING; VALIDATION STUDY;

ADOLESCENT; CEREBRAL PALSY; CHILD; CLUSTER ANALYSIS; FEASIBILITY STUDIES; FEMALE; GAIT DISORDERS, NEUROLOGIC; HUMANS; MALE; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 57649225647     PISSN: 09666362     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.gaitpost.2008.06.011     Document Type: Article

References (23)

1. Stebbins J. The identification and analysis of compensatory mechanisms in children with foot deformity resulting from cerebral palsy (2005), University of Oxford, Oxford p. 194
2. Rodda J., and Graham H.K. Classification of gait patterns in spastic hemiplegia and spastic diplegia: a basis for a management algorithm. Eur J Neurol 8 Suppl 5 (2001) 98-108
3. Winters Jr. T.F., Gage J.R., and Hicks R. Gait patterns in spastic hemiplegia in children and young adults. J Bone Joint Surg Am 69 3 (1987) 437-441
4. Hullin M.G., Robb J.E., and Loudon I.R. Gait patterns in children with hemiplegic spastic cerebral palsy. J Pediatr Orthop B 5 4 (1996) 247-251
5. Rodda J.M., Graham H.K., Carson L., Galea M.P., and Wolfe R. Sagittal gait patterns in spastic diplegia. J Bone Joint Surg Br 86 2 (2004) 251-258
6. O'Byrne J.M., Jenkinson A., and O'Brien T.M. Quantitative analysis and classification of gait patterns in cerebral palsy using a three-dimensional motion analyzer. J Child Neurol 13 3 (1998) 101-108
7. Kienast G., Bachmann D., Steinwender G., Zwick E.B., and Saraph V. Determination of gait patterns in children with cerebral palsy using cluster analysis. Gait Posture 10 (1999) 57
8. Toro B., Nester C.J., and Farren P.C. Cluster analysis for the extraction of sagittal gait patterns in children with cerebral palsy. Gait Posture 25 2 (2007) 157-165
9. O'Malley M.J., Abel M.F., Damiano D.L., and Vaughan C.L. Fuzzy clustering of children with cerebral palsy based on temporal-distance gait parameters. IEEE Trans Rehabil Eng 5 4 (1997) 300-309
10. Schutte L.M., Narayanan U., Stout J.L., Selber P., Gage J.R., and Schwartz M.H. An index for quantifying deviations from normal gait. Gait Posture 11 1 (2000) 25-31
11. Jolliffe I.T. Principal component analysis (1986), Springer-Verlag, Berlin
12. Abonyi J., and Feil B. Cluster analysis for data mining and system identification (2007), Birkhäuser Verlag AG, Berlin
13. Hanlon M., and Anderson R. Prediction methods to account for the effect of gait speed on lower limb angular kinematics. Gait Posture 24 3 (2006) 280-287
14. van der Linden M.L., Kerr A.M., Hazlewood M.E., Hillman S.J., and Robb J.E. Kinematic and kinetic gait characteristics of normal children walking at a range of clinically relevant speeds. J Pediatr Orthop 22 6 (2002) 800-806
15. Damiano D.L., and Abel M.F. Relation of gait analysis to gross motor function in cerebral palsy. Dev Med Child Neurol 38 5 (1996) 389-396
16. Riley P.O., and Kerrigan D.C. The effect of voluntary toe-walking on body propulsion. Clin Biomech (Bristol, Avon) 16 8 (2001) 681-687
17. Kerrigan D.C., Burke D.T., Nieto T.J., and Riley P.O. Can toe-walking contribute to stiff-legged gait?. Am J Phys Med Rehabil 80 1 (2001) 33-37
18. Aktas S., Aiona M.D., and Orendurff M. Evaluation of rotational gait abnormality in the patients cerebral palsy. J Pediatr Orthop 20 2 (2000) 217-220
19. Kerr A.M., Kirtley S.J., Hillman S.J., van der Linden M.L., Hazlewood M.E., and Robb J.E. The mid-point of passive hip rotation range is an indicator of hip rotation in gait in cerebral palsy. Gait Posture 17 1 (2003) 88-91
20. McKenna J., Rice J., Walsh M., Jenkinson A., Hewart P., and O'Brien T. Assessment of functional anteversion of the femur and its relationship to kinematics assessment. Gait Posture (2000) 64
21. McMulkin M.L., Gulliford J.J., Williamson R.V., and Ferguson R.L. Correlation of static to dynamic measures of lower extremity range of motion in cerebral palsy and control populations. J Pediatr Orthop 20 3 (2000) 366-369
22. Noritake K., Stout J.L., and Gage J.R. Pelvic rotation during walking in children with spastic hemiplegia cerebral palsy. Gait Posture 7 (1998) 164
23. Sutherland D.H., Olshen R.A., Biden E.N., and Wyatt M.P. The development of mature walking. Clinics in Developmental Medicine (1988), Mac Keit Press, London