메뉴 건너뛰기




Volumn 56, Issue 5, 2009, Pages 1394-1406

Detection of fetal heart rate through 3-D phase space analysis from multivariate abdominal recordings

Author keywords

Abdominal ECG; Fetal heart rate (fHR); Multivariate analysis; Phase space analysis

Indexed keywords

ABDOMINAL ECG; BAND PASS FILTERING; DE-NOISING; ECG RECORDING; ECG SIGNALS; FETAL HEART; FETAL HEART RATE; FETAL HEART RATE (FHR); FIDUCIAL POINTS; MULTI-CHANNEL; MULTIVARIATE ANALYSIS; PHASE SPACE ANALYSIS; PHASE SPACES; PREGNANT WOMAN; QRS COMPLEXES; REAL SIGNALS;

EID: 67649218420     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2009.2014691     Document Type: Article
Times cited : (40)

References (37)
  • 3
    • 0031339063 scopus 로고    scopus 로고
    • Application of the adaptive impulse correlated filter for recovering fetal electrocardiogram
    • Lund, Sweden
    • M. Martinez, E. Soria, J. Calpe, J. F. Guerrero, and J. R. Magdalena, "Application of the adaptive impulse correlated filter for recovering fetal electrocardiogram," in Proc. Comput. Cardiol., Lund, Sweden, 1997, pp. 9-12.
    • (1997) Proc. Comput. Cardiol , pp. 9-12
    • Martinez, M.1    Soria, E.2    Calpe, J.3    Guerrero, J.F.4    Magdalena, J.R.5
  • 5
    • 0000195813 scopus 로고    scopus 로고
    • Reference values for fetal MCG/ECG recordings in uncomplicated pregnancies
    • Espoo, Finland
    • E. G. M. Golbach, J. G. Stinstra, P. Grot, and M. J. Peters, "Reference values for fetal MCG/ECG recordings in uncomplicated pregnancies," in Proc. 12th Int. Conf. Biomagn., Espoo, Finland, 2000, pp. 595-598.
    • (2000) Proc. 12th Int. Conf. Biomagn , pp. 595-598
    • Golbach, E.G.M.1    Stinstra, J.G.2    Grot, P.3    Peters, M.J.4
  • 6
    • 33749042876 scopus 로고    scopus 로고
    • Sensor array and electrode selection for non-invasive fetal electrocardiogram extraction by independent component analysis
    • Granada, Spain, Sep. 22-24, pp
    • V. Vrins, C. Jutten, and M. Verleysen, "Sensor array and electrode selection for non-invasive fetal electrocardiogram extraction by independent component analysis," in Proc. 5th Int. Conf., ICA 2004, Granada, Spain, Sep. 22-24, pp. 1017-1024.
    • Proc. 5th Int. Conf., ICA 2004 , pp. 1017-1024
    • Vrins, V.1    Jutten, C.2    Verleysen, M.3
  • 7
    • 33947097383 scopus 로고    scopus 로고
    • Multichannel ECG and noise modeling: Application tomaternal and fetal ECG signals
    • Research Article ID 43407, doi:10.1155/2007/43407
    • R. Sameni, G. D. Clifford, C. Jutten, and M. B Shamsollahi, "Multichannel ECG and noise modeling: Application tomaternal and fetal ECG signals," EURASIP J. Adv. Signal Process., pp. 1-14, 2007, Research Article ID 43407, doi:10.1155/2007/43407.
    • (2007) EURASIP J. Adv. Signal Process , pp. 1-14
    • Sameni, R.1    Clifford, G.D.2    Jutten, C.3    Shamsollahi, M.B.4
  • 8
    • 0034108045 scopus 로고    scopus 로고
    • Fetal electrocardiogram extraction by blind source subspace separation
    • May
    • L.D. Lathauwer, B. D. Moor, and J. Vandewalle, "Fetal electrocardiogram extraction by blind source subspace separation," IEEE Trans. Biomed. Eng., vol. 47, no. 5, pp. 567-572, May 2000.
    • (2000) IEEE Trans. Biomed. Eng , vol.47 , Issue.5 , pp. 567-572
    • Lathauwer, L.D.1    Moor, B.D.2    Vandewalle, J.3
  • 9
    • 29144517675 scopus 로고    scopus 로고
    • Extraction of foetal ECG by combination of singular value decomposition and neuro-fuzzy inference system
    • A. Al-Zaden and A. Al-Smadi, "Extraction of foetal ECG by combination of singular value decomposition and neuro-fuzzy inference system," Phys. Med. Biol., vol. 51, pp. 137-143, 2006.
    • (2006) Phys. Med. Biol , vol.51 , pp. 137-143
    • Al-Zaden, A.1    Al-Smadi, A.2
  • 10
    • 0031021890 scopus 로고    scopus 로고
    • Fetal ECG Extraction from singlechannel maternal ECG using singular value decomposition
    • Jan
    • P. P. Kanjilal, S. Palit, and G. Saha, "Fetal ECG Extraction from singlechannel maternal ECG using singular value decomposition," IEEE Trans. Biomed. Eng., vol. 44, no. 1, pp. 51-59, Jan. 1997.
    • (1997) IEEE Trans. Biomed. Eng , vol.44 , Issue.1 , pp. 51-59
    • Kanjilal, P.P.1    Palit, S.2    Saha, G.3
  • 11
    • 0035113616 scopus 로고    scopus 로고
    • Noninvasive fetal electrocardiogram extraction: Blind separation versus adaptive noise cancellation
    • Jan
    • V. Zarzoso and A. K. Nandi, "Noninvasive fetal electrocardiogram extraction: Blind separation versus adaptive noise cancellation," IEEE Trans. Biomed. Eng., vol. 48, no. 1, pp. 12-18, Jan. 2001.
    • (2001) IEEE Trans. Biomed. Eng , vol.48 , Issue.1 , pp. 12-18
    • Zarzoso, V.1    Nandi, A.K.2
  • 12
    • 14844306738 scopus 로고    scopus 로고
    • Fetal electrocardiogram extraction by sequential source separation in thewavelet domain
    • Mar
    • M. G. Jafari and J. A. Chambers, "Fetal electrocardiogram extraction by sequential source separation in thewavelet domain," IEEE Trans. Biomed. Eng., vol. 52, no. 3, pp. 390-400, Mar. 2005.
    • (2005) IEEE Trans. Biomed. Eng , vol.52 , Issue.3 , pp. 390-400
    • Jafari, M.G.1    Chambers, J.A.2
  • 13
    • 33846350199 scopus 로고    scopus 로고
    • A novel extraction method of fetal electrocardiogram from the composite abdominal signal
    • Jan
    • M. Sato, Y. Kimura, S. Chida, T. Ito, N. Katayama, K. Okamura, and M. Nakao, "A novel extraction method of fetal electrocardiogram from the composite abdominal signal," IEEE Trans. Biomed. Eng., vol. 54, no. 1, pp. 49-58, Jan. 2007.
    • (2007) IEEE Trans. Biomed. Eng , vol.54 , Issue.1 , pp. 49-58
    • Sato, M.1    Kimura, Y.2    Chida, S.3    Ito, T.4    Katayama, N.5    Okamura, K.6    Nakao, M.7
  • 14
    • 36348955573 scopus 로고    scopus 로고
    • An automated methodology for fetal heart rate extraction from the abdominal electrocardiogram
    • Nov
    • E. C. Karvounis, M. G. Tsipouras, D. I. Fotiadis, and K. K. Naka, "An automated methodology for fetal heart rate extraction from the abdominal electrocardiogram," IEEE Trans. Inf. Technol. Biomed. (T-ITB), vol. 11, no. 6, pp. 628-638, Nov. 2007.
    • (2007) IEEE Trans. Inf. Technol. Biomed. (T-ITB) , vol.11 , Issue.6 , pp. 628-638
    • Karvounis, E.C.1    Tsipouras, M.G.2    Fotiadis, D.I.3    Naka, K.K.4
  • 15
    • 34047237161 scopus 로고    scopus 로고
    • A robust fetal ECG detection method for abdominal recordings
    • S. M. M. Martens, C. Rabotti, M. Mischi, and R. J. Sluijter, "A robust fetal ECG detection method for abdominal recordings," Physiol. Meas., vol. 28, pp. 373-388, 2007.
    • (2007) Physiol. Meas , vol.28 , pp. 373-388
    • Martens, S.M.M.1    Rabotti, C.2    Mischi, M.3    Sluijter, R.J.4
  • 16
    • 0035458448 scopus 로고    scopus 로고
    • Extraction of specific signals with temporal structure
    • A. K. Barros and A. Cichocki, "Extraction of specific signals with temporal structure," Neural Comput., vol. 13, pp. 1995-2003, 2001.
    • (2001) Neural Comput , vol.13 , pp. 1995-2003
    • Barros, A.K.1    Cichocki, A.2
  • 17
    • 32544457867 scopus 로고    scopus 로고
    • Extraction of a source signal whose kurtosis value lies in a specific range
    • Z. L. Zhang and Z. Yi, "Extraction of a source signal whose kurtosis value lies in a specific range," Neurocomputing, vol. 69, pp. 900-904, 2006.
    • (2006) Neurocomputing , vol.69 , pp. 900-904
    • Zhang, Z.L.1    Yi, Z.2
  • 18
    • 0031962513 scopus 로고    scopus 로고
    • Fetal ECG extraction with nonlinear state space projections
    • Jan
    • M. Richter, T. Schreiber, and D. T. Kaplan, "Fetal ECG extraction with nonlinear state space projections," IEEE Trans. Biomed. Eng., vol. 45, no. 1, pp. 133-137, Jan. 1998.
    • (1998) IEEE Trans. Biomed. Eng , vol.45 , Issue.1 , pp. 133-137
    • Richter, M.1    Schreiber, T.2    Kaplan, D.T.3
  • 19
    • 20444441588 scopus 로고    scopus 로고
    • A novel technique for the extraction of fetal ECG using polynomial networks
    • Jun
    • K. Assaleh and H. Al-Nashash, "A novel technique for the extraction of fetal ECG using polynomial networks," IEEE Trans. Biomed. Eng., vol. 52, no. 6, pp. 1148-1152, Jun. 2005.
    • (2005) IEEE Trans. Biomed. Eng , vol.52 , Issue.6 , pp. 1148-1152
    • Assaleh, K.1    Al-Nashash, H.2
  • 20
    • 33846356350 scopus 로고    scopus 로고
    • Extraction of fetal electrocardiogram using adaptive neurofuzzy inference systems
    • Jan
    • K. Assaleh, "Extraction of fetal electrocardiogram using adaptive neurofuzzy inference systems," IEEE Trans. Biomed. Eng., vol. 54, no. 1, pp. 59-68, Jan. 2007.
    • (2007) IEEE Trans. Biomed. Eng , vol.54 , Issue.1 , pp. 59-68
    • Assaleh, K.1
  • 21
    • 0034069674 scopus 로고    scopus 로고
    • A new method for the extraction of fetal ECG from the composite abdominal signal
    • Apr
    • A. Khamene and S. Negahdaripour, "A new method for the extraction of fetal ECG from the composite abdominal signal," IEEE Trans. Biomed. Eng., vol. 47, no. 4, pp. 507-516, Apr. 2000.
    • (2000) IEEE Trans. Biomed. Eng , vol.47 , Issue.4 , pp. 507-516
    • Khamene, A.1    Negahdaripour, S.2
  • 22
    • 0036947496 scopus 로고    scopus 로고
    • Extracting the fetal heart rate variability using a frequency tracking algorithm
    • A. K. Barros, "Extracting the fetal heart rate variability using a frequency tracking algorithm," Neurocomputing, vol. 49, pp. 279-288, 2002.
    • (2002) Neurocomputing , vol.49 , pp. 279-288
    • Barros, A.K.1
  • 23
    • 0037297193 scopus 로고    scopus 로고
    • Real-time signal processing for fetal heart rate monitoring
    • Feb
    • M. I. Ibrahimy, F. Ahmed,M. A.M. Ali, and E. Zahedi, "Real-time signal processing for fetal heart rate monitoring," IEEE Trans. Biomed. Eng., vol. 50, no. 2, pp. 258-262, Feb. 2003.
    • (2003) IEEE Trans. Biomed. Eng , vol.50 , Issue.2 , pp. 258-262
    • Ibrahimy, M.I.1    Ahmed, F.2    Ali, M.A.M.3    Zahedi, E.4
  • 24
    • 36348961593 scopus 로고    scopus 로고
    • Fetal QRS complex detection from abdominal ECG: A fuzzy approach
    • Kolmarden, Sweden
    • K. A. K. Azad, "Fetal QRS complex detection from abdominal ECG: A fuzzy approach," in Proc. IEEE Nordic Signal Process. Symp.,Kolmarden, Sweden, 2000, pp. 275-278.
    • (2000) Proc. IEEE Nordic Signal Process. Symp , pp. 275-278
    • Azad, K.A.K.1
  • 26
    • 0036173225 scopus 로고    scopus 로고
    • Despiking acoustic Doppler velocimeter data
    • D. G. Goring and V. I. Nikora, "Despiking acoustic Doppler velocimeter data," J. Hydr. Eng., vol. 128, pp. 117-126, 2002.
    • (2002) J. Hydr. Eng , vol.128 , pp. 117-126
    • Goring, D.G.1    Nikora, V.I.2
  • 27
    • 6444219565 scopus 로고    scopus 로고
    • Discussion of "despiking acoustic doppler velocimeter data" by Derek G. Goring and Vladimir I. Nikora
    • T. L.Wahl, "Discussion of "despiking acoustic doppler velocimeter data" by Derek G. Goring and Vladimir I. Nikora," J. Hydr. Eng., vol. 129, pp. 487-488, 2003.
    • (2003) J. Hydr. Eng , vol.129 , pp. 487-488
    • Wahl, T.L.1
  • 28
    • 33845639719 scopus 로고    scopus 로고
    • Noise of acoustic Doppler velocimeter data in bubbly flow
    • N. Mori, T. Suzuki, and S. Kakuno, "Noise of acoustic Doppler velocimeter data in bubbly flow," J. Eng. Mech., vol. 133, pp. 122-125, 2007.
    • (2007) J. Eng. Mech , vol.133 , pp. 122-125
    • Mori, N.1    Suzuki, T.2    Kakuno, S.3
  • 29
    • 0032118892 scopus 로고    scopus 로고
    • Multiscale PCA with application to multivariate statistical process monitoring
    • B. R. Bakshi, "Multiscale PCA with application to multivariate statistical process monitoring," AICHE J., vol. 44, pp. 1596-1610, 1998.
    • (1998) AICHE J , vol.44 , pp. 1596-1610
    • Bakshi, B.R.1
  • 30
    • 22344456074 scopus 로고    scopus 로고
    • Robust multi-scale principal components analysis with applications to process monitoring
    • D. Wang and J. Romagnoli, "Robust multi-scale principal components analysis with applications to process monitoring," J. Process Control, vol. 15, pp. 869-882, 2005.
    • (2005) J. Process Control , vol.15 , pp. 869-882
    • Wang, D.1    Romagnoli, J.2
  • 31
    • 33644673645 scopus 로고    scopus 로고
    • Multivariate de-noising using wavelets and principal component analysis
    • M. Aminghafari, N. Cheze, and J. M. Poggi, "Multivariate de-noising using wavelets and principal component analysis," Comput. Stat. Data Anal., vol. 50, pp. 2381-2398, 2006.
    • (2006) Comput. Stat. Data Anal , vol.50 , pp. 2381-2398
    • Aminghafari, M.1    Cheze, N.2    Poggi, J.M.3
  • 32
    • 67649174455 scopus 로고    scopus 로고
    • R. Sameni, Open Source ECG toolbox-Multi-channel Synthetic ECG Generator, version 1.0, Nov. 2006 [Online, Available
    • R. Sameni, "Open Source ECG toolbox-Multi-channel Synthetic ECG Generator, version 1.0," Nov. 2006 [Online]. Available: http://ecg.sharif.edu/SyntheticECGTools.htm
  • 33
    • 0024956928 scopus 로고
    • Spectral analysis of the fetal electrocardiogram
    • S. Abboud and D. Sadeh, "Spectral analysis of the fetal electrocardiogram," Comput. Biol. Med., vol. 19, pp. 409-415, 1989.
    • (1989) Comput. Biol. Med , vol.19 , pp. 409-415
    • Abboud, S.1    Sadeh, D.2
  • 34
    • 84887010176 scopus 로고    scopus 로고
    • A new approach based on wavelet-ICA Algorithms for fetal electrocardiogram extraction
    • Bruges, Belgium
    • F. L. Foresta Azzerboni, N. Mammone, and F. C. Morabito, "A new approach based on wavelet-ICA Algorithms for fetal electrocardiogram extraction," in Proc. 13th Eur. Symp. Artif. Neural Netw., Bruges, Belgium, 2005, pp. 27-29.
    • (2005) Proc. 13th Eur. Symp. Artif. Neural Netw , pp. 27-29
    • Foresta Azzerboni, F.L.1    Mammone, N.2    Morabito, F.C.3
  • 35
    • 0031149899 scopus 로고    scopus 로고
    • Detection of fetal electrocardiogram signals using matched filters with adaptive normalization
    • N. M Gibson, M. S. Woolfson, and J. A. Crowe, "Detection of fetal electrocardiogram signals using matched filters with adaptive normalization," Med. Biol. Eng. Comput., vol. 35, pp. 216-222, 1997.
    • (1997) Med. Biol. Eng. Comput , vol.35 , pp. 216-222
    • Gibson, N.M.1    Woolfson, M.S.2    Crowe, J.A.3
  • 37
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed point algorithm for independent component analysis
    • May
    • A. Hyvarinen, "Fast and robust fixed point algorithm for independent component analysis," IEEE Trans. Neural Netw., vol. 10, no. 3, pp. 626- 634, May 1999.
    • (1999) IEEE Trans. Neural Netw , vol.10 , Issue.3 , pp. 626-634
    • Hyvarinen, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.