Are clinical measurements linked to the Gait Deviation Index in cerebral palsy patients?

Gait and Posture

Volumn 38, Issue 2, 2013, Pages 276-280

  Sagawa, Yoshimasa ^a,b,c   Watelain, Eric ^a,b,c,d   De Coulon, Géraldo ^e   Kaelin, Andre ^e   Gorce, Philippe ^d   Armand, Stéphane ^e  

^a LAMIH   (France)

^b UNIV LILLE   (France)

^c CNRS   (France)

^d UNIVERSITÉ DE TOULON   (France)

^e GENEVA UNIVERSITY HOSPITALS   (Switzerland)

Author keywords

Cerebral palsy; Clinical measurements; Fuzzy decision tree; Gait

Indexed keywords

ALGORITHM; ARTICLE; CEREBRAL PALSY; CHILD; CLINICAL ASSESSMENT; CLINICAL ASSESSMENT TOOL; DECISION TREE; FEMALE; GAIT DEVIATION INDEX; GAIT DISORDER; GROSS MOTOR FUNCTION CLASSIFICATION SYSTEM; HEMIPLEGIA; HUMAN; MAJOR CLINICAL STUDY; MALE; MEASUREMENT; MUSCLE STRENGTH; PRIORITY JOURNAL; RANGE OF MOTION; RETROSPECTIVE STUDY; SCHOOL CHILD; SPASTICITY; TIBIALIS POSTERIOR MUSCLE;

3DGA; AB; ABLE-BODIED INDIVIDUALS; CEREBRAL PALSY; CLINICAL MEASUREMENTS; CP; FDT; FUZZY DECISION TREE; GAIT; GAIT DEVIATION INDEX; GDI; GMFCS; GROSS MOTOR FUNCTION CLASSIFICATION SYSTEM; PASSIVE RANGE OF MOTION; RMSE; ROM; ROOT MEAN SQUARE ERROR; THREE-DIMENSIONAL GAIT ANALYSIS;

ADOLESCENT; ALGORITHMS; BIOMECHANICAL PHENOMENA; CEREBRAL PALSY; CHILD; DECISION TREES; FEMALE; FUZZY LOGIC; GAIT DISORDERS, NEUROLOGIC; HUMANS; MALE; RANGE OF MOTION, ARTICULAR; RETROSPECTIVE STUDIES;

EID: 84880043037     PISSN: 09666362     EISSN: 18792219     Source Type: Journal    
DOI: 10.1016/j.gaitpost.2012.11.026     Document Type: Article

References (30)

1. Krägeloh-Mann I., Cans C. Cerebral palsy update. Brain and Development 2009, 31(7):537-544.
2. Somers D.L., Hanson J.A., Kedzierski C.M., Nestor K.L., Quinlivan K.Y. The influence of experience on the reliability of goniometric and visual measurement of forefoot position. Journal of Orthopaedic and Sports Physical Therapy 1997, 25(March (3)):192-202.
3. Bleck E.E. Orthopedic management of cerebral palsy 1979, Saunders, Philadelphia, Toronto.
4. Filho M.C.d.M., Yoshida R., Carvalho W.d.S., Stein H.E., Novo N.F. Are the recommendations from three-dimensional gait analysis associated with better postoperative outcomes in patients with cerebral palsy?. Gait & Posture 2008, 28(2):316-322.
5. Orendurff M.S., Chung J.S., Pierce R.A. Limits to passive range of joint motion and the effect on crouch gait in children with cerebral palsy. Gait & Posture 1998, 7:165-166.
6. McMulkin M.L., Gulliford J.J., Williamson R.V., Ferguson R.L. Correlation of static to dynamic measures of lower extremity range of motion in cerebral palsy and control populations. Journal of Pediatric Orthopedics 2000, 20(May-June (3)):366-369.
7. Desloovere K., Molenaers G., Feys H., Huenaerts C., Callewaert B., Van de Walle P. Do dynamic and static clinical measurements correlate with gait analysis parameters in children with cerebral palsy?. Gait & Posture 2006, 24(November (3)):302-313.
8. Armand S., Watelain E., Roux E., Mercier M., Lepoutre F.X. Linking clinical measurements and kinematic gait patterns of toe-walking using fuzzy decision trees. Gait & Posture 2007, 25(3):475-484.
9. Quinlan J.R. Induction of decision trees. Machine Learning 1986, 1:81-106.
10. Davis R.B. Reflections on clinical gait analysis. Journal of Electromyography and Kinesiology 1997, 7(December (4)):251-257.
11. Schutte L.M., Narayanan U., Stout J.L., Selber P., Gage J.R., Schwartz M.H. An index for quantifying deviations from normal gait. Gait & Posture 2000, 11(February (1)):25-31.
12. Schwartz M.H., Rozumalski A. The Gait Deviation Index: a new comprehensive index of gait pathology. Gait & Posture 2008, 28(October (3)):351-357.
13. Baker R., McGinley J.L., Schwartz M.H., Beynon S., Rozumalski A., Graham H.K., et al. The gait profile score and movement analysis profile. Gait & Posture 2009, 30(October (3)):265-269.
14. Guillaume S. Designing fuzzy inference systems from data: an interpretability-oriented review. IEEE Transactions on Fuzzy Systems 2001, 9(3):427-443.
15. Yuan Y., Shaw M.J. Induction of fuzzy decision trees. Fuzzy Sets and Systems 1995, 69:125-139.
16. Olaru C., Wehenkel L. A complete fuzzy decision tree technique. Fuzzy Sets and Systems 2003, 138:221-254.
17. Marsala C. Apprentissage inductif en présence de données imprécises: construction et utilisation d'arbres de décision flous 1998, Paris VI, Paris.
18. A study of cross-validation and bootstrap for accuracy estimation and model selection 1995, International Joint Conference on Artificial Intelligence (IJCAI), Montreal, Canada. R. Kohavi (Ed.).
19. Schollhorn W.I. Applications of artificial neural nets in clinical biomechanics. Clinical Biomechanics (Bristol, Avon) 2004, 19(November (9)):876-898.
20. Chau T. A review of analytical techniques for gait data. Part 2: neural network and wavelet methods. Gait & Posture 2001, 13(April (2)):102-120.
21. Kilgour G., McNair P., Stott N.S. Intrarater reliability of lower limb sagittal range-of-motion measures in children with spastic diplegia. Developmental Medicine and Child Neurology 2003, 45(June (6)):391-399.
22. Eek M.N., Beckung E. Walking ability is related to muscle strength in children with cerebral palsy. Gait & Posture 2008, 28(October (3)):366-371.
23. Riad J., Haglund-Akerlind Y., Miller F. Power generation in children with spastic hemiplegic cerebral palsy. Gait & Posture 2008, 27(May (4)):641-647.
24. Lee J.H., Sung I.Y., Yoo J.Y. Therapeutic effects of strengthening exercise on gait function of cerebral palsy. Disability and Rehabilitation 2008, 30(19):1439-1444.
25. Perry J., Burnfield J.M. Gait analysis: normal and pathological function 2010, Slack Inc., Thorofare, NJ. 2nd ed.
26. O'Sullivan R., Walsh M., Hewart P., Jenkinson A., Ross L.A., O'Brien T. Factors associated with internal hip rotation gait in patients with cerebral palsy. Journal of Pediatric Orthopedics 2006, 26(July-August (4)):537-541.
27. Wren T.A., Rethlefsen S., Kay R.M. Prevalence of specific gait abnormalities in children with cerebral palsy: influence of cerebral palsy subtype, age, and previous surgery. Journal of Pediatric Orthopedics 2005, 25(January-February (1)):79-83.
28. Wren T.A., Do K.P., Kay R.M. Gastrocnemius and soleus lengths in cerebral palsy equinus gait - differences between children with and without static contracture and effects of gastrocnemius recession. Journal of Biomechanics 2004, 37(September (9)):1321-1327.
29. Michlitsch M.G., Rethlefsen S.A., Kay R.M. The contributions of anterior and posterior tibialis dysfunction to varus foot deformity in patients with cerebral palsy. Journal of Bone and Joint Surgery 2006, 88(August (8)):1764-1768.
30. Graham H.K., Harvey A., Rodda J., Nattrass G.R., Pirpiris M. The functional mobility scale (FMS). Journal of Pediatric Orthopedics 2004, 24(September-October (5)):514-520.