메뉴 건너뛰기




Volumn , Issue , 2007, Pages 5437-5440

Magnetoencephalogram blind source separation and component selection procedure to improve the diagnosis of Alzheimer's disease patients

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTERIZATION; DISCRIMINANT ANALYSIS; MAGNETOENCEPHALOGRAPHY; PATIENT TREATMENT;

EID: 57649180520     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4353575     Document Type: Conference Paper
Times cited : (3)

References (22)
  • 2
    • 18744404816 scopus 로고    scopus 로고
    • Independent component analysis for biomedical signals
    • C. J. James and C. W. Hesse, "Independent component analysis for biomedical signals," Physiol. Meas., vol. 26, pp. R15-R39, 2005.
    • (2005) Physiol. Meas , vol.26
    • James, C.J.1    Hesse, C.W.2
  • 3
    • 35549013731 scopus 로고    scopus 로고
    • J. Escudero, R. Hornero, D. Abásolo, A. Fernández, and M. López-Coronado, Artifact removal in magnetoencephalogram background activity with independent component analysis, IEEE Trans. Biomed. Eng., to be published. Available: doi: 10.1109/TBME.2007.894968.
    • J. Escudero, R. Hornero, D. Abásolo, A. Fernández, and M. López-Coronado, "Artifact removal in magnetoencephalogram background activity with independent component analysis," IEEE Trans. Biomed. Eng., to be published. Available: doi: 10.1109/TBME.2007.894968.
  • 4
    • 33744979251 scopus 로고    scopus 로고
    • Automatic correction of artefact form single-trial event-related potentials by blind source separation using second order statistics only
    • K. H. Ting, P. C. W. Fung, C. Q. Chang, and F. H. Y. Chan, "Automatic correction of artefact form single-trial event-related potentials by blind source separation using second order statistics only," Med. Eng. Phys., vol. 28, pp. 780-794, 2006.
    • (2006) Med. Eng. Phys , vol.28 , pp. 780-794
    • Ting, K.H.1    Fung, P.C.W.2    Chang, C.Q.3    Chan, F.H.Y.4
  • 5
    • 13844297492 scopus 로고    scopus 로고
    • EEG filtering based on blind source separation (BSS) for early detection of Alzheimer's disease
    • A. Cichocki, S. L. Shishkin, T. Musha, Z. Leonowicz, T. Asada, and T. Karachi, "EEG filtering based on blind source separation (BSS) for early detection of Alzheimer's disease," Clin. Neurophysiol., vol. 116, pp. 729-737, 2005.
    • (2005) Clin. Neurophysiol , vol.116 , pp. 729-737
    • Cichocki, A.1    Shishkin, S.L.2    Musha, T.3    Leonowicz, Z.4    Asada, T.5    Karachi, T.6
  • 6
    • 0036581545 scopus 로고    scopus 로고
    • Nonlinear dynamics of the EEG separated by independent component analysis after sound and light stimulation
    • S. H. Jin, J. Jeong, D. G. Jeong, D. J. Kim, S. Y. Kim, "Nonlinear dynamics of the EEG separated by independent component analysis after sound and light stimulation," Biol. Cybern., vol. 86, pp. 395-401, 2002.
    • (2002) Biol. Cybern , vol.86 , pp. 395-401
    • Jin, S.H.1    Jeong, J.2    Jeong, D.G.3    Kim, D.J.4    Kim, S.Y.5
  • 7
    • 0009862036 scopus 로고    scopus 로고
    • Alzheimer's disease and other primary dementias
    • E. Braunwald, A. S. Fauci, D. L. Kasper, S. L. Hauser, D. L. Longo, and J. L. Jameson, Eds. New York: McGraw-Hill
    • T. D. Bird, "Alzheimer's disease and other primary dementias," in Harrison's Principles of Internal Medicine, E. Braunwald, A. S. Fauci, D. L. Kasper, S. L. Hauser, D. L. Longo, and J. L. Jameson, Eds. New York: McGraw-Hill, 2001, pp. 2391-2399.
    • (2001) Harrison's Principles of Internal Medicine , pp. 2391-2399
    • Bird, T.D.1
  • 8
    • 0035066332 scopus 로고    scopus 로고
    • Alzheimer's disease: Genes, proteins, and therapy
    • D. J. Selkoe, "Alzheimer's disease: genes, proteins, and therapy," Physiol. Rev., vol. 81, pp. 741-766, 2001.
    • (2001) Physiol. Rev , vol.81 , pp. 741-766
    • Selkoe, D.J.1
  • 9
    • 2942616619 scopus 로고    scopus 로고
    • EEG dynamics in patients with Alzheimer's disease
    • J. Jeong, "EEG dynamics in patients with Alzheimer's disease," Clin. Neurophysiol., vol. 115, pp. 1490-1505, 2004.
    • (2004) Clin. Neurophysiol , vol.115 , pp. 1490-1505
    • Jeong, J.1
  • 10
    • 33747130254 scopus 로고    scopus 로고
    • Magnetoencephalography in clinical neurophysiological assessment of human cortical functions
    • 5th ed, E. Niedermeyer, and F. Lopes da Silva, Ed. Philadelphia: Lippincott Williams & Wilkins
    • R. Hari, "Magnetoencephalography in clinical neurophysiological assessment of human cortical functions," in Electroencephalography: Basic Principles, Clinical Applications, and Related Fields, 5th ed., E. Niedermeyer, and F. Lopes da Silva, Ed. Philadelphia: Lippincott Williams & Wilkins, 2005, pp. 1165-1197.
    • (2005) Electroencephalography: Basic Principles, Clinical Applications, and Related Fields , pp. 1165-1197
    • Hari, R.1
  • 12
    • 35748952478 scopus 로고    scopus 로고
    • J. Poza, R. Hornero, D. Abasólo, A. Fernández, and M. García, Extraction of spectral based measures from MEG background oscillations in Alzheimer's disease, Med. Eng. Phys., to be published. Available: doi:10.1016/j.medengphy.2006.11.006.
    • J. Poza, R. Hornero, D. Abasólo, A. Fernández, and M. García, "Extraction of spectral based measures from MEG background oscillations in Alzheimer's disease," Med. Eng. Phys., to be published. Available: doi:10.1016/j.medengphy.2006.11.006.
  • 13
    • 33747765302 scopus 로고    scopus 로고
    • Complexity analysis of the magnetoencephalogram background activity in Alzheimer's disease patients
    • C Gómez, R. Hornero, D. Abasólo, A. Fernández, and M. López, "Complexity analysis of the magnetoencephalogram background activity in Alzheimer's disease patients," Med. Eng. Phys., vol. 28, pp. 851-859, 2006.
    • (2006) Med. Eng. Phys , vol.28 , pp. 851-859
    • Gómez, C.1    Hornero, R.2    Abasólo, D.3    Fernández, A.4    López, M.5
  • 14
    • 22844434541 scopus 로고    scopus 로고
    • Analysis of regularity in the EEG background activity of Alzheimer's disease patients with approximate entropy
    • D. Abasólo, R. Hornero, P. Espino, J. Poza, C. I. Sánchez, and R. de la Rosa, "Analysis of regularity in the EEG background activity of Alzheimer's disease patients with approximate entropy," Clin. Neurophysiol., vol. 116, pp. 1826-1834, 2005.
    • (2005) Clin. Neurophysiol , vol.116 , pp. 1826-1834
    • Abasólo, D.1    Hornero, R.2    Espino, P.3    Poza, J.4    Sánchez, C.I.5    de la Rosa, R.6
  • 15
    • 0021271971 scopus 로고
    • Clinical diagnosis of Alzheimer's disease: Report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's disease
    • G. McKhann, D. Drachman, M. Folstein, R. Katzman, D. Price, and E. M. Stadlan, "Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's disease," Neurology, vol. 34, pp. 939-944, 1984.
    • (1984) Neurology , vol.34 , pp. 939-944
    • McKhann, G.1    Drachman, D.2    Folstein, M.3    Katzman, R.4    Price, D.5    Stadlan, E.M.6
  • 16
    • 0016823810 scopus 로고
    • Mini-mental state. A practical method for grading the cognitive state of patients for the clinician
    • M. F. Folstein, S. E. Folstein, and P. R. McHugh, "Mini-mental state. A practical method for grading the cognitive state of patients for the clinician," J. Psychiatr. Res., vol. 12, pp. 189-198, 1975.
    • (1975) J. Psychiatr. Res , vol.12 , pp. 189-198
    • Folstein, M.F.1    Folstein, S.E.2    McHugh, P.R.3
  • 17
    • 0026155673 scopus 로고
    • Indeterminacy and identiflability of blind identification
    • L. Tong, R. Liu, V. C Soon, and Y.-F. Huang, "Indeterminacy and identiflability of blind identification," IEEE Trans. Circuits Syst., vol. 38, pp. 499-509, 1991.
    • (1991) IEEE Trans. Circuits Syst , vol.38 , pp. 499-509
    • Tong, L.1    Liu, R.2    Soon, V.C.3    Huang, Y.-F.4
  • 19
    • 0016880887 scopus 로고
    • On the complexity of finite sequences
    • A. Lempel and J. Ziv, "On the complexity of finite sequences," IEEE Trans. Inf. Theory, vol. IT-22, pp. 75-81, 1976.
    • (1976) IEEE Trans. Inf. Theory , vol.IT-22 , pp. 75-81
    • Lempel, A.1    Ziv, J.2
  • 20
    • 33750333534 scopus 로고    scopus 로고
    • Interpretation of the Lempel-Ziv complexity measure in the context of biomedical signal analysis
    • M. Aboy, R. Hornero, D. Abasólo, and D. Alvarez, "Interpretation of the Lempel-Ziv complexity measure in the context of biomedical signal analysis," IEEE Trans. Biomed. Eng., vol. 53, pp. 2282-2288, 2006.
    • (2006) IEEE Trans. Biomed. Eng , vol.53 , pp. 2282-2288
    • Aboy, M.1    Hornero, R.2    Abasólo, D.3    Alvarez, D.4
  • 21
    • 0026015905 scopus 로고
    • Approximate entropy as a measure of system complexity
    • S. M. Pincus, "Approximate entropy as a measure of system complexity," Proc. Natl. Acad. Sci. USA, vol. 88, pp. 2297-2301, 1991.
    • (1991) Proc. Natl. Acad. Sci. USA , vol.88 , pp. 2297-2301
    • Pincus, S.M.1
  • 22
    • 26444568107 scopus 로고    scopus 로고
    • Interpretation of approximate entropy: Analysis of intracranial pressure approximate entropy during acute intracranial hypertension
    • R. Hornero, M. Aboy, D. Abasólo, J. McNames, and B. Goldstein, "Interpretation of approximate entropy: analysis of intracranial pressure approximate entropy during acute intracranial hypertension," IEEE Trans. Biomed. Eng., vol. 52, pp. 1671-1680, 2005.
    • (2005) IEEE Trans. Biomed. Eng , vol.52 , pp. 1671-1680
    • Hornero, R.1    Aboy, M.2    Abasólo, D.3    McNames, J.4    Goldstein, B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.