메뉴 건너뛰기




Volumn 36, Issue 8, 2003, Pages 1225-1229

Principal components analysis as an evaluation and classification tool for lower torso sEMG data

Author keywords

Data mining; Data outliers; EMG; Low back; Principal components analysis

Indexed keywords

DATA STRUCTURES; ELECTROMYOGRAPHY; MATHEMATICAL MODELS; MUSCLE; PRINCIPAL COMPONENT ANALYSIS;

EID: 0038047157     PISSN: 00219290     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0021-9290(03)00090-3     Document Type: Article
Times cited : (20)

References (14)
  • 1
    • 0033134161 scopus 로고    scopus 로고
    • Inter- and intra-individual variability of ground reaction forces during sit-to-stand with principal component analysis
    • Borzelli G., Cappozzo A., Papa E. Inter- and intra-individual variability of ground reaction forces during sit-to-stand with principal component analysis. Medical Engineering and Physics. 21(4):1999;235-240.
    • (1999) Medical Engineering and Physics , vol.21 , Issue.4 , pp. 235-240
    • Borzelli, G.1    Cappozzo, A.2    Papa, E.3
  • 2
    • 0031116664 scopus 로고    scopus 로고
    • Principal component models of knee kinematics and kinetics: Normal vs. pathological gait patterns
    • Deluzio K.J., Wyss U.P., Zee B., Costigan P.A., Sorbie C. Principal component models of knee kinematics and kinetics. normal vs. pathological gait patterns Human Movement Science. 16:1997;201-217.
    • (1997) Human Movement Science , vol.16 , pp. 201-217
    • Deluzio, K.J.1    Wyss, U.P.2    Zee, B.3    Costigan, P.A.4    Sorbie, C.5
  • 3
    • 0034880590 scopus 로고    scopus 로고
    • Response of trunk muscle coactivation to changes in spinal stability
    • Granata K.P., Orishimo K.F. Response of trunk muscle coactivation to changes in spinal stability. Journal of Biomechanics. 34(9):2001;1117-1123.
    • (2001) Journal of Biomechanics , vol.34 , Issue.9 , pp. 1117-1123
    • Granata, K.P.1    Orishimo, K.F.2
  • 4
    • 0031195201 scopus 로고    scopus 로고
    • Using principal-components regression to stabilize EMG-muscle force parameter estimates of torso muscles
    • Hughes R.E., Chaffin D.B. Using principal-components regression to stabilize EMG-muscle force parameter estimates of torso muscles. IEEE Transactions on Biomedical Engineering. 44(7):1997;639-642.
    • (1997) IEEE Transactions on Biomedical Engineering , vol.44 , Issue.7 , pp. 639-642
    • Hughes, R.E.1    Chaffin, D.B.2
  • 6
    • 0033198748 scopus 로고    scopus 로고
    • Feature extraction and quantification of the variability of dynamic performance profiles due to the different sagittal lift characteristics
    • Khalaf K.A., Parnianpour M., Sparto P.J., Barin K. Feature extraction and quantification of the variability of dynamic performance profiles due to the different sagittal lift characteristics. IEEE Transactions on Rehabilitation Engineering. 7(3):1999;278-288.
    • (1999) IEEE Transactions on Rehabilitation Engineering , vol.7 , Issue.3 , pp. 278-288
    • Khalaf, K.A.1    Parnianpour, M.2    Sparto, P.J.3    Barin, K.4
  • 7
    • 0031428057 scopus 로고    scopus 로고
    • Feature extraction and modeling of the variability of performance in terms of biomechanical motion patterns during MMH tasks
    • Khalaf K.A., Parnianpour M., Wade L. Feature extraction and modeling of the variability of performance in terms of biomechanical motion patterns during MMH tasks. Biomedical Sciences Instrumentation. 33:1997;35-40.
    • (1997) Biomedical Sciences Instrumentation , vol.33 , pp. 35-40
    • Khalaf, K.A.1    Parnianpour, M.2    Wade, L.3
  • 8
    • 0343390417 scopus 로고    scopus 로고
    • An application of pattern recognition for the comparison of trunk muscles EMG waveforms between subjects with and without chronic low back pain during flexion-extension and lateral bending tasks
    • Lariviere C., Gagnon D., Loisel P. An application of pattern recognition for the comparison of trunk muscles EMG waveforms between subjects with and without chronic low back pain during flexion-extension and lateral bending tasks. Journal of Electromyography and Kinesiology. 10(4):2000;261-273.
    • (2000) Journal of Electromyography and Kinesiology , vol.10 , Issue.4 , pp. 261-273
    • Lariviere, C.1    Gagnon, D.2    Loisel, P.3
  • 9
    • 0033951578 scopus 로고    scopus 로고
    • Factor structure of trunk performance data for healthy subjects
    • Lee Y.H., Kuo C. Factor structure of trunk performance data for healthy subjects. Clinical Biomechanics. 15(4):2000;221-227.
    • (2000) Clinical Biomechanics , vol.15 , Issue.4 , pp. 221-227
    • Lee, Y.H.1    Kuo, C.2
  • 10
    • 0031105765 scopus 로고    scopus 로고
    • Pattern classification reveals intersubject group differences in lumbar muscle recruitment during static loading
    • Nussbaum M.A., Chaffin D.B. Pattern classification reveals intersubject group differences in lumbar muscle recruitment during static loading. Clinical Biomechanics. 12(2):1997;97-106.
    • (1997) Clinical Biomechanics , vol.12 , Issue.2 , pp. 97-106
    • Nussbaum, M.A.1    Chaffin, D.B.2
  • 11
    • 0037096686 scopus 로고    scopus 로고
    • Lower torso muscle activation patterns for high-magnitude static exertions: Gender differences and the effects of twisting
    • Perez M.A., Nussbaum M.A. Lower torso muscle activation patterns for high-magnitude static exertions. gender differences and the effects of twisting Spine. 27(12):2002;1326-1335.
    • (2002) Spine , vol.27 , Issue.12 , pp. 1326-1335
    • Perez, M.A.1    Nussbaum, M.A.2
  • 12
    • 0032803482 scopus 로고    scopus 로고
    • Motor coordination in a multi-muscle system as revealed by principal components analysis of electromyographic variation
    • Weijs W.A., Sugimura T., Ruijven L.J.v. Motor coordination in a multi-muscle system as revealed by principal components analysis of electromyographic variation. Experimental Brain Research. 127(3):1999;233-243.
    • (1999) Experimental Brain Research , vol.127 , Issue.3 , pp. 233-243
    • Weijs, W.A.1    Sugimura, T.2    Ruijven, L.J.v.3
  • 13
    • 0025405436 scopus 로고
    • Dynamic electromyography. I. Numerical representation using principal component analysis
    • Wootten M.E., Kadaba M.P., Cochran G.V. Dynamic electromyography. I. Numerical representation using principal component analysis. Journal of Orthopaedic Research. 8(2):1990;247-258.
    • (1990) Journal of Orthopaedic Research , vol.8 , Issue.2 , pp. 247-258
    • Wootten, M.E.1    Kadaba, M.P.2    Cochran, G.V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.