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Volumn 36, Issue 8, 2015, Pages 1629-1644

Robust detection of heart beats in multimodal data

Author keywords

beat detection; blood pressure; data fusion; ECG; heart rate; multimodal; PhysioNet Challenge

Indexed keywords

BLOOD PRESSURE; DATA FUSION; STATISTICAL TESTS;

EID: 84938072151     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/36/8/1629     Document Type: Review
Times cited : (45)

References (55)
  • 2
    • 84905186312 scopus 로고    scopus 로고
    • Combining and benchmarking methods of foetal ECG extraction without maternal or scalp electrode data
    • Behar J, Oster J and Clifford G D 2014 Combining and benchmarking methods of foetal ECG extraction without maternal or scalp electrode data Physiol. Meas. 35 1569
    • (2014) Physiol. Meas. , vol.35 , Issue.8 , pp. 1569
    • Behar, J.1    Oster, J.2    Clifford, G.D.3
  • 3
    • 84877912344 scopus 로고    scopus 로고
    • ECG signal quality during arrhythmia and its application to false alarm reduction
    • Behar J, Oster J, Li Q and Clifford G D 2013a ECG signal quality during arrhythmia and its application to false alarm reduction IEEE Trans. Biomed. Eng. 60 1660-6
    • (2013) IEEE Trans. Biomed. Eng. , vol.60 , pp. 1660-1666
    • Behar, J.1    Oster, J.2    Li, Q.3    Clifford, G.D.4
  • 4
    • 84875638359 scopus 로고    scopus 로고
    • Pulse rate derivation and its correlation with heart rate
    • Chang K M et al 2009 Pulse rate derivation and its correlation with heart rate J. Med. Biol. Eng. 29 132-7
    • (2009) J. Med. Biol. Eng. , vol.29 , pp. 132-137
    • Chang, K.M.1
  • 7
    • 84891327078 scopus 로고    scopus 로고
    • Clifford G D 2002 Signal processing methods for heart rate variability PhD Thesis Department of Engineering Science, University of Oxford
    • (2002) PhD Thesis
    • Clifford, G.D.1
  • 10
    • 84931302589 scopus 로고    scopus 로고
    • Heart beat detection in multimodal data using signal recognition and beat location estimation
    • De Cooman T, Goovaerts G, Varon C, Widjaja D and Van Huffel S 2014 Heart beat detection in multimodal data using signal recognition and beat location estimation Comput. Cardiol. 41 257-60
    • (2014) Comput. Cardiol. , vol.41 , pp. 257-260
    • De Cooman, T.1    Goovaerts, G.2    Varon, C.3    Widjaja, D.4    Van Huffel, S.5
  • 12
    • 0031279842 scopus 로고    scopus 로고
    • Robust sensor fusion improves heart rate estimation: Clinical evaluation
    • Feldman J M, Ebrahim M H and Bar-Kana I 1997 Robust sensor fusion improves heart rate estimation: clinical evaluation J. Clin. Monit. 13 379-84
    • (1997) J. Clin. Monit. , vol.13 , pp. 379-384
    • Feldman, J.M.1    Ebrahim, M.H.2    Bar-Kana, I.3
  • 13
    • 84938080876 scopus 로고    scopus 로고
    • Robust algorithm to locate heart beats from multiple physiological waveforms by individual signal detector voting
    • Galeotti L, Scully C G, Vicente J, Johannesen L and Strauss D G 2015 Robust algorithm to locate heart beats from multiple physiological waveforms by individual signal detector voting Physiol. Meas. 36 1705
    • (2015) Physiol. Meas. , vol.36 , Issue.8 , pp. 1705
    • Galeotti, L.1    Scully, C.G.2    Vicente, J.3    Johannesen, L.4    Strauss, D.G.5
  • 18
    • 0022929617 scopus 로고
    • Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database
    • Hamilton P S and Tompkins W J 1986 Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database IEEE Trans. Biomed. Eng. 33 1157-65
    • (1986) IEEE Trans. Biomed. Eng. , vol.33 , pp. 1157-1165
    • Hamilton, P.S.1    Tompkins, W.J.2
  • 20
    • 84931311426 scopus 로고    scopus 로고
    • Multimodal sensor fusion of cardiac signals via blind deconvolution: A source-filter approach
    • Hoog Antink C, Brüser C and Leonhardt S 2014 Multimodal sensor fusion of cardiac signals via blind deconvolution: a source-filter approach Comput. Cardiol. 41 805 www.cinc.org/archives/2014/pdf/0805.pdf
    • (2014) Comput. Cardiol. , vol.41 , pp. 805
    • Hoog Antink, C.1    Brüser, C.2    Leonhardt, S.3
  • 21
    • 84938098924 scopus 로고    scopus 로고
    • Detection of heart beats in multimodal data: A robust beat-to-beat interval estimation approach
    • Hoog Antink C, Brüser C and Leonhardt S 2015 Detection of heart beats in multimodal data: a robust beat-to-beat interval estimation approach Physiol. Meas. 36 1679
    • (2015) Physiol. Meas. , vol.36 , Issue.8 , pp. 1679
    • Hoog Antink, C.1    Brüser, C.2    Leonhardt, S.3
  • 22
    • 84931420780 scopus 로고    scopus 로고
    • Robust algorithm to locate heart beats from multiple physiological waveforms
    • Johannesen L, Vicente J, Scully C G, Galeotti L and Strauss D G 2014 Robust algorithm to locate heart beats from multiple physiological waveforms Comput. Cardiol. 277-80 www.cinc.org/archives/2014/pdf/0277.pdf
    • (2014) Comput. Cardiol. , pp. 277-280
    • Johannesen, L.1    Vicente, J.2    Scully, C.G.3    Galeotti, L.4    Strauss, D.G.5
  • 26
    • 77953960830 scopus 로고    scopus 로고
    • Heart rate extraction from photoplethysmogram on fuzzy logic discriminator
    • Liu S H, Chang K M and Fu T H 2010 Heart rate extraction from photoplethysmogram on fuzzy logic discriminator Eng. Appl. Artif. Intell. 23 968-77
    • (2010) Eng. Appl. Artif. Intell. , vol.23 , pp. 968-977
    • Liu, S.H.1    Chang, K.M.2    Fu, T.H.3
  • 27
    • 84866315935 scopus 로고    scopus 로고
    • Dynamic time warping and machine learning for signal quality assessment of pulsatile signals
    • Li Q and Clifford G 2012 Dynamic time warping and machine learning for signal quality assessment of pulsatile signals Physiol. Meas. 33 1491
    • (2012) Physiol. Meas. , vol.33 , Issue.9 , pp. 1491
    • Li, Q.1    Clifford, G.2
  • 28
    • 69049090996 scopus 로고    scopus 로고
    • Artificial arterial blood pressure artifact models and an evaluation of a robust blood pressure and heart rate estimator
    • Li Q et al 2009 Artificial arterial blood pressure artifact models and an evaluation of a robust blood pressure and heart rate estimator Biomed. Eng. Online 8 13
    • (2009) Biomed. Eng. Online , vol.8 , pp. 13
    • Li, Q.1
  • 29
    • 38049013310 scopus 로고    scopus 로고
    • Robust heart rate estimation from multiple asynchronous noisy sources using signal quality indices and a Kalman filter
    • Li Q, Mark R G and Clifford G D 2008 Robust heart rate estimation from multiple asynchronous noisy sources using signal quality indices and a Kalman filter Physiol. Meas. 29 15
    • (2008) Physiol. Meas. , vol.29 , Issue.1 , pp. 15
    • Li, Q.1    Mark, R.G.2    Clifford, G.D.3
  • 30
    • 0026629967 scopus 로고
    • Pulse oximetry: Theory and applications for noninvasive monitoring
    • Mendelson Y 1992 Pulse oximetry: theory and applications for noninvasive monitoring Clin. Chem. 38 1601-7 PMID: 1525987
    • (1992) Clin. Chem. , vol.38 , pp. 1601-1607
    • Mendelson, Y.1
  • 31
    • 84938097633 scopus 로고    scopus 로고
    • Heart beat detection using multimodal data coupling method
    • Mollakazemi J M, Atyabi S A and Ghaffari A 2015 Heart beat detection using multimodal data coupling method Physiol. Meas. 36 1729
    • (2015) Physiol. Meas. , vol.36 , Issue.8 , pp. 1729
    • Mollakazemi, J.M.1    Atyabi, S.A.2    Ghaffari, A.3
  • 32
    • 0020948396 scopus 로고
    • Development and evaluation of a 2-lead ECG analysis program
    • Moody G B and Mark R G 1982 Development and evaluation of a 2-lead ECG analysis program Comput. Cardiol. 9 39-44
    • (1982) Comput. Cardiol. , vol.9 , pp. 39-44
    • Moody, G.B.1    Mark, R.G.2
  • 33
    • 0030409070 scopus 로고    scopus 로고
    • A database to support development and evaluation of intelligent intensive care monitoring
    • Moody G B and Mark R G 1996 A database to support development and evaluation of intelligent intensive care monitoring Proc. of the IEEE Conf. on Computers in Cardiology pp 657-60
    • (1996) Proc. of the IEEE Conf. on Computers in Cardiology , pp. 657-660
    • Moody, G.B.1    Mark, R.G.2
  • 34
    • 84931305527 scopus 로고    scopus 로고
    • Robust detection of heart beats in multimodal data: The PhysioNet/Computing in Cardiology challenge
    • Moody G B, Moody B and Silva I 2014 Robust detection of heart beats in multimodal data: the PhysioNet/Computing in Cardiology challenge Comput. Cardiol. 41 549-52 www.cinc.org/archives/2014/pdf/0549.pdf
    • (2014) Comput. Cardiol. , vol.41 , pp. 549-552
    • Moody, G.B.1    Moody, B.2    Silva, I.3
  • 36
    • 0018653988 scopus 로고
    • A digital filter for the QRS complex detection
    • Okada M 1979 A digital filter for the QRS complex detection IEEE Trans. Biomed. Eng. 26 700-3
    • (1979) IEEE Trans. Biomed. Eng. , vol.26 , pp. 700-703
    • Okada, M.1
  • 37
    • 0021461851 scopus 로고
    • Software QRS detection in ambulatory monitoring: A review
    • Pahlm O and Sörnmo L 1984 Software QRS detection in ambulatory monitoring: a review Med. Biol. Eng. Comput. 22 289-97
    • (1984) Med. Biol. Eng. Comput. , vol.22 , pp. 289-297
    • Pahlm, O.1    Sörnmo, L.2
  • 38
    • 84931344849 scopus 로고    scopus 로고
    • Robust detection of heart beats in multimodal data using integer multiplier digital filters and morphological algorithms
    • Pangerc U and Jager F 2014 Robust detection of heart beats in multimodal data using integer multiplier digital filters and morphological algorithms Comput. Cardiol. 41 pp 285-8 www.cinc.org/archives/2014/pdf0285.pdf
    • (2014) Comput. Cardiol. , vol.41 , pp. 285-288
    • Pangerc, U.1    Jager, F.2
  • 39
    • 84938059584 scopus 로고    scopus 로고
    • Robust detection of heart beats in multimodal records using slope- and peak-sensitive band-pass filters
    • Pangerc U and Jager F 2015 Robust detection of heart beats in multimodal records using slope- and peak-sensitive band-pass filters Physiol. Meas. 36 1645
    • (2015) Physiol. Meas. , vol.36 , Issue.8 , pp. 1645
    • Pangerc, U.1    Jager, F.2
  • 41
    • 84931389708 scopus 로고    scopus 로고
    • Hidden semi-markov model-based heart beat detection using multimodal data and signal quality indices
    • Pimentel M A, Santos M D, Springer D B and Clifford G D 2014 Hidden semi-markov model-based heart beat detection using multimodal data and signal quality indices Comput. Cardiol. 41 553-6 www.cinc.org/archives/2014/pdf/0553.pdf
    • (2014) Comput. Cardiol. , vol.41 , pp. 553-556
    • Pimentel, M.A.1    Santos, M.D.2    Springer, D.B.3    Clifford, G.D.4
  • 42
    • 84938063093 scopus 로고    scopus 로고
    • Heart beat detection in multimodal physiological data using a hidden semi-Markov model and signal quality indices
    • Pimentel M A, Santos M D, Springer D B and Clifford G D 2015 Heart beat detection in multimodal physiological data using a hidden semi-Markov model and signal quality indices Physiol. Meas. 36 1717
    • (2015) Physiol. Meas. , vol.36 , Issue.8 , pp. 1717
    • Pimentel, M.A.1    Santos, M.D.2    Springer, D.B.3    Clifford, G.D.4
  • 43
    • 22544458454 scopus 로고    scopus 로고
    • Evaluation of real-time QRS detection algorithms in variable contexts
    • Portet F, Hernández A I and Carrault G 2005 Evaluation of real-time QRS detection algorithms in variable contexts Med. Biol. Eng. Comput. 43 379-85
    • (2005) Med. Biol. Eng. Comput. , vol.43 , pp. 379-385
    • Portet, F.1    Hernández, A.I.2    Carrault, G.3
  • 45
  • 47
    • 84931432696 scopus 로고    scopus 로고
    • An open-source toolbox for analysing and processing PhysioNet databases in MATLAB and Octave
    • Silva I and Moody G 2014 An open-source toolbox for analysing and processing PhysioNet databases in MATLAB and Octave J. Open Res. Softw. 2 e27
    • (2014) J. Open Res. Softw. , vol.2 , pp. e27
    • Silva, I.1    Moody, G.2
  • 49
    • 84938120460 scopus 로고    scopus 로고
    • System and method for acquiring data
    • Tarassenko L and Townsend N 2005 System and method for acquiring data US Patent 6839659 www.google.bj/patents/US6839659
    • (2005) US Patent
    • Tarassenko, L.1    Townsend, N.2
  • 50
    • 0035668716 scopus 로고    scopus 로고
    • Atlas, rules, and recording techniques for the scoring of cyclic alternating pattern (CAP) in human sleep
    • Terzano M G et al 2001 Atlas, rules, and recording techniques for the scoring of cyclic alternating pattern (CAP) in human sleep Sleep Med. 2 537-53
    • (2001) Sleep Med. , vol.2 , pp. 537-553
    • Terzano, M.G.1
  • 51
    • 84931331847 scopus 로고    scopus 로고
    • Robust detection of heart beats using dynamic thresholds and moving windows
    • Vollmer M 2014 Robust detection of heart beats using dynamic thresholds and moving windows Comput. Cardiol. 41 569-72 www.cinc.org/archives/2014/pdf/0569.pdf
    • (2014) Comput. Cardiol. , vol.41 , pp. 569-572
    • Vollmer, M.1
  • 52
    • 84875640553 scopus 로고
    • The Massachusetts General Hospital-Marquette Foundation hemodynamic and electrocardiographic database - Comprehensive collection of critical care waveforms
    • Welch J, Ford P, Teplick R and Rubsamen R 1991 The Massachusetts General Hospital-Marquette Foundation hemodynamic and electrocardiographic database - comprehensive collection of critical care waveforms Clin. Monit. 7 96-7
    • (1991) Clin. Monit. , vol.7 , pp. 96-97
    • Welch, J.1    Ford, P.2    Teplick, R.3    Rubsamen, R.4
  • 53
    • 33646529849 scopus 로고    scopus 로고
    • A method for automatic identification of reliable heart rates calculated from ECG and PPG waveforms
    • Yu C, Liu Z, McKenna T, Reisner A T and Reifman J 2006 A method for automatic identification of reliable heart rates calculated from ECG and PPG waveforms J. Am. Med. Inform. Assoc. 13 309-20
    • (2006) J. Am. Med. Inform. Assoc. , vol.13 , pp. 309-320
    • Yu, C.1    Liu, Z.2    McKenna, T.3    Reisner, A.T.4    Reifman, J.5
  • 54
    • 4143146627 scopus 로고    scopus 로고
    • An open-source algorithm to detect onset of arterial blood pressure pulses
    • Zong W, Heldt T, Moody G and Mark R 2003a An open-source algorithm to detect onset of arterial blood pressure pulses Proc. Computers in Cardiology pp 259-62
    • (2003) Proc. Computers in Cardiology , pp. 259-262
    • Zong, W.1    Heldt, T.2    Moody, G.3    Mark, R.4
  • 55
    • 4143054931 scopus 로고    scopus 로고
    • A robust open-source algorithm to detect onset and duration of QRS complexes
    • Zong W, Moody G and Jiang D 2003b A robust open-source algorithm to detect onset and duration of QRS complexes IEEE Computers in Cardiology pp 737-40
    • (2003) IEEE Computers in Cardiology , pp. 737-740
    • Zong, W.1    Moody, G.2    Jiang, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.