New accelerometric method to discriminate between asymptomatic subjects and patients with medial knee osteoarthritis during 3-D gait

IEEE Transactions on Biomedical Engineering

Volumn 55, Issue 4, 2008, Pages 1415-1422

  Turcot, Katia ^a   Aissaoui, Rachid ^a   Boivin, Karine ^b   Pelletier, Michel ^a   Hagemeister, Nicola ^a   De Guise, Jacques A ^a  

^a CENTRE HOSPITALIER DE L UNIVERSITÉ DE MONTRÉAL   (Canada)

^b ÉCOLE POLYTECHNIQUE DE MONTRÉAL   (Canada)

Author keywords

Accelerometer and gyroscope; Biomechanics; Exoskeleton; Gait analysis; Internal and external accelerations; Knee osteoarthritis (OA)

Indexed keywords

ACCELEROMETERS; BONE; DIAGNOSIS; GAIT ANALYSIS; GYROSCOPES; OPTOELECTRONIC DEVICES; PATIENT MONITORING;

EXOSKELETON; INTERNAL AND EXTERNAL ACCELERATIONS; KNEE OSTEOARTHRITIS (OA);

MEDICAL PROBLEMS;

ACCELERATION; ACCELEROMETRY; ADULT; AGED; ARTICLE; BIOMECHANICS; CALIBRATION; CLINICAL ARTICLE; CONTROLLED STUDY; FEMALE; GAIT; HUMAN; KNEE OSTEOARTHRITIS; MALE; SKELETON;

ACCELERATION; COMPUTER SIMULATION; DIAGNOSIS, COMPUTER-ASSISTED; DIAGNOSIS, DIFFERENTIAL; DISCRIMINANT ANALYSIS; FEMALE; GAIT; GAIT DISORDERS, NEUROLOGIC; HUMANS; IMAGING, THREE-DIMENSIONAL; MALE; MIDDLE AGED; MODELS, BIOLOGICAL; OSTEOARTHRITIS, KNEE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 41149140238     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2007.912428     Document Type: Article

References (35)

1. L. Sharma, D. Kapoor, and S. Issa, "Epidemiology of osteoarthritis: An update," Curr. Opin. Rheumatol., vol. 18, pp. 147-156, Mar. 2006.
2. T. P. Andriacchi, A. Mundermann, R. L. Smith, E. J. Alexander, C. O. Dyrby, and S. Koo, "A framework for the in vivo pathomechanics of osteoarthritis at the knee," Ann. Biomed. Eng., vol. 32, pp. 447-457, Mar. 2004.
3. W. Herzog and S. Federico, "Considerations on joint and articular cartilage mechanics," Biomech. Model Mechanobiol., vol. 5, pp. 64-81, Jun. 2006.
4. J. Chard, C. Smith, S. Lohmander, and D. Scott, "Osteoarthritis of the knee," Clin. Evid., vol. 15, pp. 1-24, 2006.
5. M. L. Chu, S. Yazdani-Ardakani, I. A. Gradisar, and M. J. Askew, "An in vitro simulation study of impulsive force transmission along the lower skeletal extremity," J. Biomech., vol. 19, pp. 979-987, 1986.
6. A. Hoshino and W. A. Wallace, "Impact-absorbing properties of the human knee," J. Bone Joint Surg. Br., vol. 69, pp. 807-811, Nov. 1987.
7. M. A. Lafortune, "Three-dimensional acceleration of the tibia during walking and running," J. Biomech., vol. 24, pp. 877-886, 1991.
8. L. H. Light, G. E. McLellan, and L. Klenerman, "Skeletal transients on heel strike in normal walking with different footwear," J. Biomech., vol. 13, pp. 477-480, 1980.
9. A. Voloshin, J. Wosk, and M. Brull, "Force wave transmission through the human locomotor system," J. Biomech. Eng., vol. 103, pp. 48-50, Feb. 1981.
10. A. Voloshin and J. Wosk, "An in vivo study of low back pain and shock absorption in the human locomotor system," J. Biomech., vol. 15, pp. 21-27, 1982.
11. A. S. Voloshin, J. Mizrahi, O. Verbitsky, and E. Isakov, "Dynamic loading on the human musculoskeletal system - Effect of fatigue," Clin. Biomech., vol. 13, pp. 515-520, Oct. 1998.
12. A. Voloshin, "The influence of walking speed on dynamic loading on the human musculoskeletal system," Med. Sci. Sports Exerc., vol. 32, pp. 1156-1159, Jun. 2000.
13. E. L. Radin, K. H. Yang, C. Riegger, V. L. Kish, and J. J. O'Connor, "Relationship between lower limb dynamics and knee joint pain," J. Orthop. Res., vol. 9, pp. 398-405, May 1991.
14. K. Ogata, M. Yasunaga, and H. Nomiyama, "The effect of wedged insoles on the thrust of osteoarthritic knees," Int. Orthop., vol. 21, pp. 308-312, 1997.
15. I. Yoshimura, M. Naito, and J. Zhang, "Lateral thrust of anterior cruciate ligament-insufficient knees and posterior cruciate ligament- insufficient knees," Int. Orthop., vol. 26, pp. 303-305, 2002.
16. M. Henriksen, E. B. Simonsen, T. Graven-Nielsen, H. Lund, B. Danneskiold-Samsoe, and H. Bliddal, "Impulse-forces during walking are not increased in patients with knee osteoarthritis," Acta Orthop., vol. 77, pp. 650-656, Aug. 2006.
17. R. J. Ratcliffe and K. G. Holt, "Low frequency shock absorption in human walking," Gait Posture, vol. 5, pp. 93-100, 1997.
18. K. Turcot, R. Aissaoui, M. Pelletier, N. Hagemeister, G. Parent, and J. A. de Guise, "Estimation of tibial and femoral 3D linear accelerations during gait," in Proc. IEEE Conf. Eng. Med. Biol. Soc., 2004, vol. 7, pp. 4700-4703.
19. M. A. Lafortune, E. Henning, and G. A. Valiant, "Tibial shock measured with bone and skin mounted transducers," J. Biomech., vol. 28, pp. 989-993, Aug. 1995.
20. S. Ganjikia, N. Duval, L. Yahia, and J. de Guise, "Three-dimensional knee analyzer validation by simple fluoroscopic study," vol. 7, pp. 221-231, Dec. 1, 2000.
21. K. Manal, I. McClay, S. Stanhope, J. Richards, and B. Galinat, "Comparison of surface mounted markers and attachment methods in estimating tibial rotations during walking: An in vivo study," Gait Posture, vol. 11, pp. 38-45, Feb. 2000.
22. J. Houck, H. Yack, and T. Cuddeford, "Validity and comparisons of tibiofemoral orientations and displacement using a femoral tracking device during early to mid stance of walking," Gait Posture, vol. 19, pp. 76-84, Feb. 2004.
23. I. Sudhoff, S. Van Driessche, S. Laporte, J. A. de Guise, and W. Skalli, "Comparing three attachment systems used to determine knee kinematics during gait," Gait Posture, vol. 25, pp. 533-543, Apr. 2007.
24. M. A. Lafortune and E. M. Hennig, "Contribution of angular motion and gravity to tibial acceleration," Med . Sci. Sports Exer., vol. 23, pp. 360-363, Mar. 1991.
25. A. T. Willemsen, F. Bloemhof, and H. B. Boom, "Automatic stance-swing phase detection from accelerometer data for peroneal nerve stimulation," IEEE Trans. Biomed. Eng., vol. 37, no. 12, pp. 1201-1208, Dec. 1990.
26. J. R. Morris, "Accelerometry-A technique for the measurement of human body movements," J. Biomech., vol. 6, pp. 729-736, Nov. 1973.
27. H. Dejnabadi, B. M. Jolles, and K. Aminian, "A new approach to accurate measurement of uniaxial joint angles based on a combination of accelerometers and gyroscopes," IEEE Trans. Biomed. Eng., vol. 52, no. 8, pp. 1478-1484, Aug. 2005.
28. R. Altman, E. Asch, D. Bloch, G. Bole, D. Borenstein, K. Brandt, W. Christy, T. D. Cooke, R. Greenwald, and M. Hochberg et al., "Development of criteria for the classification and reporting of osteoarthritis. Classification of osteoarthritis of the knee. Diagnostic and Therapeutic Criteria Committee of the American Rheumatism Association," Arthritis Rheum., vol. 29, pp. 1039-1049, Aug. 1986.
29. K. Boivin, N. Hagemeister, K. Turcot, R. Aissaoui, F. Prince, and J. de Guise, "Influence of a 3D knee movement analyzer on gait patterns of knee osteoarthritis patients," Gait Posture, vol. 24, pp. S164-S165, 2006.
30. D. R. Labbe, N. Hagemeister, M. Charbonneau, and J. A. de Guise, "Evaluation of the intra- and inter-observer reproducibility of a method for studying three-dimensional knee kinematics," presented at the 9th Symp. 3D Analysis of Human Movement, Valenciennes, France, 2006.
31. N. Hagemeister, G. Parent, M. Van de Putte, N. St-Onge, N. Duval, and J. de Guise, "A reproducible method for studying three-dimensional knee kinematics," J. Biomech., vol. 38, pp. 1926-1931, Sep. 2005.
32. R. Aissaoui, S. Husse, H. Mecheri, G. Parent, and J. De Guise, "Automatic filtering techniques for three-dimensional kinematics data using 3D motion capture," in Proc IEEE Int. Symp. Industrial Electronics, 2006, pp. 614-619.
33. F. Alonso, J. Castillo, and P. Pintado, "Application of singular spectrum analysis to the smoothing of raw kinematic signals," J. Biomech., vol. 38, pp. 1085-1092, May 2005.
34. K. Kaufman, C. Hughes, B. Morrey, M. Morrey, and K. An, "Gait characteristics of patients with knee osteoarthritis," J. Biomech., vol. 34, pp. 907-915, Jul. 2001.
35. R. Dumas, R. Aissaoui, D. Mitton, W. Skalli, and J. A. de Guise, "Personalized body segment parameters from biplanar low-dose radiography," IEEE Trans. Biomed. Eng., vol. 52, no. 10, pp. 1756-1763, Oct. 2005.