메뉴 건너뛰기




Volumn 52, Issue 9, 2005, Pages 1532-1540

Application of a neuro-fuzzy network for gait event detection using electromyography in the child with cerebral palsy

Author keywords

Adaptive neuro fuzzy inference system (ANFIS); Cerebral palsy (CP); Electrical stimulation (ES)

Indexed keywords

ELECTRODES; ELECTROENCEPHALOGRAPHY; FUZZY SETS; MOTION ESTIMATION; MUSCLE; NEUROLOGY;

EID: 26844512219     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2005.851527     Document Type: Article
Times cited : (78)

References (33)
  • 1
    • 0037371412 scopus 로고    scopus 로고
    • The cerebral palsies: A physiological approach
    • J. P. Lin, "The cerebral palsies: A physiological approach," J. Neurol., Neurosurg. Psychiatry, vol. 74, no. I, pp. i23-i29, 2003.
    • (2003) J. Neurol., Neurosurg. Psychiatry , vol.74 , Issue.1
    • Lin, J.P.1
  • 2
    • 0029399206 scopus 로고
    • Cerebral palsy
    • L. T. Taft, "Cerebral palsy," Pediatr. Rev., vol. 16, pp. 411-418, 1995.
    • (1995) Pediatr. Rev. , vol.16 , pp. 411-418
    • Taft, L.T.1
  • 3
    • 0036899936 scopus 로고    scopus 로고
    • Trends in the prevalence of cerebral palsy in a population based study
    • S. Winter, A. Autry, C. Boyle, and M. Yeargin-Allsopp, "Trends in the prevalence of cerebral palsy in a population based study," Pediatrics, vol. 110, pp. 1220-1225, 2002.
    • (2002) Pediatrics , vol.110 , pp. 1220-1225
    • Winter, S.1    Autry, A.2    Boyle, C.3    Yeargin-Allsopp, M.4
  • 4
    • 0028277755 scopus 로고
    • Estimates of the economic costs of birth defects
    • N. J. Waitzman, P. S. Romano, and R. M. Scheffler, "Estimates of the economic costs of birth defects," Inquiry, vol. 31, pp. 188-205, 1994.
    • (1994) Inquiry , vol.31 , pp. 188-205
    • Waitzman, N.J.1    Romano, P.S.2    Scheffler, R.M.3
  • 5
    • 1342269036 scopus 로고    scopus 로고
    • Economic costs associated with mental retardation, cerebral palsy, hearing loss, and vision impairment-United States, 2003
    • A. Honeycutt, L. Dunlap, H. Chen, and G. al Homsi, "Economic costs associated with mental retardation, cerebral palsy, hearing loss, and vision impairment-United States, 2003," MMWR Weekly, vol. 53. no. 03, pp. 57-59, 2004.
    • (2004) MMWR Weekly , vol.53 , Issue.3 , pp. 57-59
    • Honeycutt, A.1    Dunlap, L.2    Chen, H.3    Al Homsi, G.4
  • 6
    • 0029603597 scopus 로고
    • Managing equines in children with cerebral palsy: Electrical stimulation of the triceps surae muscle
    • J. Carmick, "Managing equines in children with cerebral palsy: Electrical stimulation of the triceps surae muscle," Dev. Med. Child. Neurol., vol. 37, pp. 965-975, 1995.
    • (1995) Dev. Med. Child. Neurol. , vol.37 , pp. 965-975
    • Carmick, J.1
  • 7
    • 0027956613 scopus 로고
    • The use of therapeutic electrical stimulation in the treatment of hemiplegic cerebral palsy
    • M. Hazelwood, J. Brown, P. Rowe, and P. Salter, "The use of therapeutic electrical stimulation in the treatment of hemiplegic cerebral palsy," Dev. Med. Child. Neurol., vol. 36, pp. 661-673, 1994.
    • (1994) Dev. Med. Child. Neurol. , vol.36 , pp. 661-673
    • Hazelwood, M.1    Brown, J.2    Rowe, P.3    Salter, P.4
  • 8
    • 0023852830 scopus 로고
    • Improvement in muscle performance by chronic electrical stimulation in children with cerebral palsy
    • L. Dubowitz, N. Finnie, S. Hyde, O. Scott, and G. Vrbova, "Improvement in muscle performance by chronic electrical stimulation in children with cerebral palsy," Lancet, pp. 587-588, 1988.
    • (1988) Lancet , pp. 587-588
    • Dubowitz, L.1    Finnie, N.2    Hyde, S.3    Scott, O.4    Vrbova, G.5
  • 9
    • 0842321048 scopus 로고    scopus 로고
    • Direct effect of percutaneous electric stimulation during gait in children with hemiplegic cerebral palsy: A report of 2 cases
    • S. R. Pierce, C. A. Laughton, B. T. Smith, M. N. Orlin, T. E. Johnston, and J. J. McCarthy, "Direct effect of percutaneous electric stimulation during gait in children with hemiplegic cerebral palsy: A report of 2 cases," Arch. Phys. Med. Rehabil., vol. 85, pp. 339-343, 2004.
    • (2004) Arch. Phys. Med. Rehabil. , vol.85 , pp. 339-343
    • Pierce, S.R.1    Laughton, C.A.2    Smith, B.T.3    Orlin, M.N.4    Johnston, T.E.5    McCarthy, J.J.6
  • 10
    • 0030984005 scopus 로고    scopus 로고
    • Percutaneous intramuscular functional electrical stimulation as an intervention choice for children with cerebral palsy
    • D. Bertoti, M. Stanger, R. Betz, J. Akers, M. Moynahan, and M. Mulcahey, "Percutaneous intramuscular functional electrical stimulation as an intervention choice for children with cerebral palsy," Pediatr. Phys. Ther., vol. 9, pp. 123-127, 1997.
    • (1997) Pediatr. Phys. Ther. , vol.9 , pp. 123-127
    • Bertoti, D.1    Stanger, M.2    Betz, R.3    Akers, J.4    Moynahan, M.5    Mulcahey, M.6
  • 11
    • 0027328875 scopus 로고
    • Clinical use of neuromuscular electrical stimulation for children with cerebral palsy, part I: Lower extremity
    • J. Carmick, "Clinical use of neuromuscular electrical stimulation for children with cerebral palsy, part I: Lower extremity," Phys. Ther., vol. 73, pp. 505-513, 1993.
    • (1993) Phys. Ther. , vol.73 , pp. 505-513
    • Carmick, J.1
  • 12
    • 0030883972 scopus 로고    scopus 로고
    • Effect of neuromuscular electrical stimulation during gait in children with cerebral palsy
    • P. Comeaux, N. Patterson, M. Rubin, and R. Meiner, "Effect of neuromuscular electrical stimulation during gait in children with cerebral palsy," Pediatr. Phys. Ther., vol. 9, pp. 103-109, 1997.
    • (1997) Pediatr. Phys. Ther. , vol.9 , pp. 103-109
    • Comeaux, P.1    Patterson, N.2    Rubin, M.3    Meiner, R.4
  • 13
    • 0035992805 scopus 로고    scopus 로고
    • Evaluation of force-sensing resistors for gait event detection to trigger electrical stimulation to improve walking in the child with cerebral palsy
    • Mar.
    • B. T. Smith, D. J. Coiro, R. Finson, R. Betz, and J. McCarthy, "Evaluation of force-sensing resistors for gait event detection to trigger electrical stimulation to improve walking in the child with cerebral palsy," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 10, no. 1, pp. 22-29, Mar. 2002.
    • (2002) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.10 , Issue.1 , pp. 22-29
    • Smith, B.T.1    Coiro, D.J.2    Finson, R.3    Betz, R.4    McCarthy, J.5
  • 14
    • 0022132157 scopus 로고
    • Dual-channel electrical stimulators for use by children with diplegic spastic cerebral palsy, Med
    • S. Naumann, M. Mifsud, B. Cairns, M. Milner, and M. Herbert, "Dual-channel electrical stimulators for use by children with diplegic spastic cerebral palsy," Med. Biol. Eng. Comput., vol. 23, pp. 435-444, 1985.
    • (1985) Biol. Eng. Comput. , vol.23 , pp. 435-444
    • Naumann, S.1    Mifsud, M.2    Cairns, B.3    Milner, M.4    Herbert, M.5
  • 15
    • 0001912210 scopus 로고
    • Six years experiences with FES method applied to children
    • F. Gracanin, M. Vrabic, and G. Vrabic, "Six years experiences with FES method applied to children," Eur. Medicophys., vol. 12, pp. 61-68, 1976.
    • (1976) Eur. Medicophys. , vol.12 , pp. 61-68
    • Gracanin, F.1    Vrabic, M.2    Vrabic, G.3
  • 16
    • 0034895669 scopus 로고    scopus 로고
    • Real-Time gait event detection for paraplegic FES walking
    • Mar.
    • M. Skelly and H. Chizeck, "Real-Time gait event detection for paraplegic FES walking," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 9, no. 1, pp. 59-68, Mar. 2001.
    • (2001) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.9 , Issue.1 , pp. 59-68
    • Skelly, M.1    Chizeck, H.2
  • 17
    • 0034283303 scopus 로고    scopus 로고
    • Gait event detection for FES using accelerometers and supervised machine learning
    • Sep.
    • R. Williamson and B. Andrews, "Gait event detection for FES using accelerometers and supervised machine learning," IEEE Trans. Rehabil. Eng., vol. 8, no. 3, pp. 312-319, Sep. 2000.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.3 , pp. 312-319
    • Williamson, R.1    Andrews, B.2
  • 18
    • 1542409174 scopus 로고    scopus 로고
    • Evaluating robustness of gait event detection nased on machine learning and natural sensors
    • Mar.
    • M. Hansen, M. Haugland, and T. Sinkjaer, "Evaluating robustness of gait event detection nased on machine learning and natural sensors," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 12, no. 1, pp. 81-88, Mar. 2004.
    • (2004) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.12 , Issue.1 , pp. 81-88
    • Hansen, M.1    Haugland, M.2    Sinkjaer, T.3
  • 19
    • 0027760904 scopus 로고
    • Control strategies in FNS systems for the upper extremities
    • R. Nathan, "Control strategies in FNS systems for the upper extremities," Crit. Rev. Biomed. Eng., vol. 21, pp. 485-568, 1993.
    • (1993) Crit. Rev. Biomed. Eng. , vol.21 , pp. 485-568
    • Nathan, R.1
  • 20
    • 0032103958 scopus 로고    scopus 로고
    • A comparison between control methods for implanted FES hand-grasp systems
    • Jun.
    • R. Hart, K. L. Kilgore, and P. H. Peckham, "A comparison between control methods for implanted FES hand-grasp systems," IEEE Trans. Rehabil. Eng., vol. 6, no. 2, pp. 1-11, Jun. 1998.
    • (1998) IEEE Trans. Rehabil. Eng. , vol.6 , Issue.2 , pp. 1-11
    • Hart, R.1    Kilgore, K.L.2    Peckham, P.H.3
  • 21
    • 0034473457 scopus 로고    scopus 로고
    • EMG-based prediction of shoulder and elbow kinematics in able-bodied and spinal cord injured individuals
    • Dec.
    • A. T. Au and R. F. Kirsch, "EMG-based prediction of shoulder and elbow kinematics in able-bodied and spinal cord injured individuals," IEEE Trans. Rehabil. Eng., vol. 8, no. 4, pp. 471-480, Dec. 2000.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.4 , pp. 471-480
    • Au, A.T.1    Kirsch, R.F.2
  • 22
    • 0032394031 scopus 로고    scopus 로고
    • EMG pattern recognition based on artificial intelligence techniques
    • Dec.
    • S. H. Park and S. P. Lee, "EMG pattern recognition based on artificial intelligence techniques," IEEE Trans. Rehabil. Eng., vol. 6, no. 4, pp. 400-405, Dec. 1998.
    • (1998) IEEE Trans. Rehabil. Eng. , vol.6 , Issue.4 , pp. 400-405
    • Park, S.H.1    Lee, S.P.2
  • 23
    • 0029329108 scopus 로고
    • Artificial neural network control of FES in paraplegics for patient responsive ambulation
    • Jul.
    • D. Graupe and H. Kordylewski, "Artificial neural network control of FES in paraplegics for patient responsive ambulation," IEEE Trans. Biomed. Eng., vol. 42, no. 7, pp. 699-707, Jul. 1995.
    • (1995) IEEE Trans. Biomed. Eng. , vol.42 , Issue.7 , pp. 699-707
    • Graupe, D.1    Kordylewski, H.2
  • 24
    • 0034947305 scopus 로고    scopus 로고
    • Control of neuromuscular stimulation for ambulation by complete paraplegics via artificial neural networks
    • H. Kordylewski and D. Graupe, "Control of neuromuscular stimulation for ambulation by complete paraplegics via artificial neural networks," Neurol. Res., vol. 23, pp. 472-481, 2001.
    • (2001) Neurol. Res. , vol.23 , pp. 472-481
    • Kordylewski, H.1    Graupe, D.2
  • 25
    • 3142726367 scopus 로고    scopus 로고
    • Feasibility of gait event detection using intramuscular electromyography to trigger electrical stimulation in the child with cerebral palsy
    • R. Lauer, B. Smith, D. Coiro, R. Betz, and J. McCarthy, "Feasibility of gait event detection using intramuscular electromyography to trigger electrical stimulation in the child with cerebral palsy," Neuromodulation, vol. 7, no. 3, pp. 205-213, 2004.
    • (2004) Neuromodulation , vol.7 , Issue.3 , pp. 205-213
    • Lauer, R.1    Smith, B.2    Coiro, D.3    Betz, R.4    McCarthy, J.5
  • 26
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • May-Jun.
    • J. S. Jang, "ANFIS: Adaptive-network-based fuzzy inference system," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 665-685, May-Jun. 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern. , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.S.1
  • 27
    • 84974743850 scopus 로고
    • Fuzzy model identification based on cluster estimation
    • S. Chiu, "Fuzzy model identification based on cluster estimation," J. Intell. Fuzzy Syst., vol. 2, no. 3, 1994.
    • (1994) J. Intell. Fuzzy Syst. , vol.2 , Issue.3
    • Chiu, S.1
  • 29
    • 0020660204 scopus 로고
    • Laser etched bifilar fine wire electrode for skeletal muscle motor unit recording, Electroencephalogr
    • R. Nelson and G. Soderberg, "Laser etched bifilar fine wire electrode for skeletal muscle motor unit recording," Electroencephalogr. Clin. Neurophysiol., vol. 55, pp. 238-239, 1983.
    • (1983) Clin. Neurophysiol. , vol.55 , pp. 238-239
    • Nelson, R.1    Soderberg, G.2
  • 31
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to detection schemeing and control
    • T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to detection schemeing and control," IEEE Trans. Syst., Man, Cybern., vol. SMC-15, pp. 116-132, 1985.
    • (1985) IEEE Trans. Syst., Man, Cybern. , vol.SMC-15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 32
    • 0036127135 scopus 로고    scopus 로고
    • An advanced neuroprosthesis for restoration of hand and upper arm control using an implantable controller
    • P. H. Peckham, K. L. Kilgore, M. W. Keith, A. M. Bryden, N. Bhadra, and F. W. Montague, "An advanced neuroprosthesis for restoration of hand and upper arm control using an implantable controller," J. Hand Surg. [Am.], vol. 27, no. 2, pp. 265-276, 2002.
    • (2002) J. Hand Surg. [Am.] , vol.27 , Issue.2 , pp. 265-276
    • Peckham, P.H.1    Kilgore, K.L.2    Keith, M.W.3    Bryden, A.M.4    Bhadra, N.5    Montague, F.W.6
  • 33
    • 0030043980 scopus 로고
    • Stimulus artifact removal in EMG from muscles adjacent to stimulated muscles
    • A. Hines, P. Crago, G. Chapman, and C. Billian, "Stimulus artifact removal in EMG from muscles adjacent to stimulated muscles," J. Neurosci. Methods, vol. 64, pp. 55-62, 1995.
    • (1995) J. Neurosci. Methods , vol.64 , pp. 55-62
    • Hines, A.1    Crago, P.2    Chapman, G.3    Billian, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.