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Volumn 1, Issue 4, 2006, Pages 289-298

Application of projection pursuit based robust principal component analysis to ECG enhancement

Author keywords

ECG processing; Principal component analysis; Robust methods

Indexed keywords

ARTICLE; ELECTROCARDIOGRAPHY; IMAGE RECONSTRUCTION; INFORMATION PROCESSING; MATHEMATICAL COMPUTING; MEDICAL TECHNOLOGY; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; SIGNAL PROCESSING;

EID: 33847046886     PISSN: 17468094     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bspc.2006.12.006     Document Type: Article
Times cited : (34)

References (19)
  • 1
  • 2
    • 0026154666 scopus 로고
    • Integer coefficient bandpass filter for the simultaneous removal of baseline wander, 50 and 100 Hz interference from the ECG
    • Wariar R., and Eswaran C. Integer coefficient bandpass filter for the simultaneous removal of baseline wander, 50 and 100 Hz interference from the ECG. Med. Biol. Eng. Comput. 29 (1991) 333-336
    • (1991) Med. Biol. Eng. Comput. , vol.29 , pp. 333-336
    • Wariar, R.1    Eswaran, C.2
  • 4
    • 0026169326 scopus 로고
    • Alignment methods for averaging of high resolution cardiac signals: a comparative study of performance
    • Jane R., Rix H., Caminal P., and Laguna P. Alignment methods for averaging of high resolution cardiac signals: a comparative study of performance. IEEE Trans. Biomed. Eng. 38 (1991) 571-579
    • (1991) IEEE Trans. Biomed. Eng. , vol.38 , pp. 571-579
    • Jane, R.1    Rix, H.2    Caminal, P.3    Laguna, P.4
  • 5
    • 0036074034 scopus 로고    scopus 로고
    • Robust weighted averaging
    • Łe{ogonek}ski J.M. Robust weighted averaging. IEEE Trans. Biomed. Eng. 49 (2002) 796-804
    • (2002) IEEE Trans. Biomed. Eng. , vol.49 , pp. 796-804
    • Łeski, J.M.1
  • 6
    • 0029324125 scopus 로고
    • Weighted averaging using adaptive estimation of the weights
    • Bataillou E., Thierry E., Rix H., and Meste O. Weighted averaging using adaptive estimation of the weights. Signal Process. 44 (1995) 51-66
    • (1995) Signal Process. , vol.44 , pp. 51-66
    • Bataillou, E.1    Thierry, E.2    Rix, H.3    Meste, O.4
  • 7
    • 0034115507 scopus 로고    scopus 로고
    • Vectorcardiographic loop alignment and the measurement of morphologic beat-to beat variability in noisy signals
    • Aström M., Santos E.C., Sörnmo L., Laguna P., and Wohlfart B. Vectorcardiographic loop alignment and the measurement of morphologic beat-to beat variability in noisy signals. IEEE Trans. Biomed. Eng. 47 (2000) 497-506
    • (2000) IEEE Trans. Biomed. Eng. , vol.47 , pp. 497-506
    • Aström, M.1    Santos, E.C.2    Sörnmo, L.3    Laguna, P.4    Wohlfart, B.5
  • 8
    • 0024720695 scopus 로고
    • QRS morphology representation and noise estimation using the Karhunen-Loéve transform
    • Moody G.B., and Mark R.G. QRS morphology representation and noise estimation using the Karhunen-Loéve transform. Comput. Cardiol. (1989) 269-272
    • (1989) Comput. Cardiol. , pp. 269-272
    • Moody, G.B.1    Mark, R.G.2
  • 9
    • 0033321335 scopus 로고    scopus 로고
    • ECG signal compression plus noise filtering with truncated orthogonal expansions
    • Olmos S., Garcia J., Jane R., and Laguna P. ECG signal compression plus noise filtering with truncated orthogonal expansions. Signal Process. 79 (1999) 97-115
    • (1999) Signal Process. , vol.79 , pp. 97-115
    • Olmos, S.1    Garcia, J.2    Jane, R.3    Laguna, P.4
  • 10
    • 0038875365 scopus 로고    scopus 로고
    • Nonlinear noise reduction for electrocardiograms
    • Schreiber T., and Kaplan D. Nonlinear noise reduction for electrocardiograms. Chaos 6 (1996) 87-92
    • (1996) Chaos , vol.6 , pp. 87-92
    • Schreiber, T.1    Kaplan, D.2
  • 11
    • 2942715040 scopus 로고    scopus 로고
    • Projective Filtering of the time-aligned ECG beats
    • Kotas M. Projective Filtering of the time-aligned ECG beats. IEEE Trans. Biomed. Eng. 51 (2004) 1129-1139
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , pp. 1129-1139
    • Kotas, M.1
  • 13
    • 0001088628 scopus 로고    scopus 로고
    • Principal component analysis based on robust estimators of the covariance or correlation matrix: influence functions and efficiencies
    • Croux C., and Haesbrock G. Principal component analysis based on robust estimators of the covariance or correlation matrix: influence functions and efficiencies. Biometrika 87 (2000) 603-618
    • (2000) Biometrika , vol.87 , pp. 603-618
    • Croux, C.1    Haesbrock, G.2
  • 14
    • 0001337027 scopus 로고
    • Projection-pursuit approach to robust dispersion matrices and principal components: primary theory and Monte Carlo
    • Li G., and Chen Z. Projection-pursuit approach to robust dispersion matrices and principal components: primary theory and Monte Carlo. J. Am. Stat. Assoc. 80 (1985) 759-766
    • (1985) J. Am. Stat. Assoc. , vol.80 , pp. 759-766
    • Li, G.1    Chen, Z.2
  • 15
    • 0002593186 scopus 로고    scopus 로고
    • A fast algorithm for robust principal components based on projection pursuit, in compstat
    • Croux C., and Ruiz-Gazen A. A fast algorithm for robust principal components based on projection pursuit, in compstat. Proceedings in Computational Statistics (1996) 211-217
    • (1996) Proceedings in Computational Statistics , pp. 211-217
    • Croux, C.1    Ruiz-Gazen, A.2
  • 16
    • 0037681087 scopus 로고
    • Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter
    • Hossjer O., and Croux C. Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter. Nonparametric Stat. 4 (1995) 293-308
    • (1995) Nonparametric Stat. , vol.4 , pp. 293-308
    • Hossjer, O.1    Croux, C.2
  • 17
    • 84885933908 scopus 로고
    • Alternatives to the median absolute deviation
    • Rousseeuw P.J., and Croux C. Alternatives to the median absolute deviation. J. Am. Stat. Ass. 88 (1993) 1273-1283
    • (1993) J. Am. Stat. Ass. , vol.88 , pp. 1273-1283
    • Rousseeuw, P.J.1    Croux, C.2
  • 18
    • 0022929617 scopus 로고
    • Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database
    • Hamilton P.S., and Tompkins W.J. Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database. IEEE Trans. Biomed. Eng. 33 (1986) 1157-1165
    • (1986) IEEE Trans. Biomed. Eng. , vol.33 , pp. 1157-1165
    • Hamilton, P.S.1    Tompkins, W.J.2
  • 19
    • 0032926741 scopus 로고    scopus 로고
    • QT interval analysis on ambulatory electrocardiogram recordings: a selective beat averaging approach
    • Badilini F., Maison-Blanche P., Childers R., and Coumel P. QT interval analysis on ambulatory electrocardiogram recordings: a selective beat averaging approach. Med. Biol. Eng. Comput. 37 (1999) 71-79
    • (1999) Med. Biol. Eng. Comput. , vol.37 , pp. 71-79
    • Badilini, F.1    Maison-Blanche, P.2    Childers, R.3    Coumel, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.