Dynamic segmentation and linear prediction for maternal ECG removal in antenatal abdominal recordings

Physiological Measurement

Volumn 30, Issue 3, 2009, Pages 291-307

  Vullings, R ^a   Peters, C H L ^b   Sluijter, R J ^a   Mischi, M ^a   Oei, S G ^c   Bergmans, J W M ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b AMPHIA HOSPITAL   (Netherlands)

^c Mxima Medical Center   (Netherlands)

Author keywords

Fetal electrocardiogram; QRS detection; template subtraction

Indexed keywords

ADAPTIVE FILTERING; ADAPTIVE FILTERS; DECISION MAKING; ELECTRODES; INDEPENDENT COMPONENT ANALYSIS; SIGNAL TO NOISE RATIO; ULTRASONIC APPLICATIONS;

DYNAMIC LINEAR; DYNAMIC SEGMENTATION; FETAL ELECTROCARDIOGRAMS; FOETAL HEART RATES; HEART-RATE DETECTION; LINEAR PREDICTION; MATERNAL ECG; MEDICAL DECISION MAKING; QRS DETECTION; TEMPLATE SUBTRACTION;

ELECTROCARDIOGRAPHY;

ANALYTIC METHOD; ARTICLE; DOPPLER FLOWMETRY; ELECTROCARDIOGRAM; FETUS ELECTROCARDIOGRAPHY; FETUS HEART RATE; FETUS MONITORING; LABOR; MEDICAL DECISION MAKING; PRENATAL CARE; PRIORITY JOURNAL; SIGNAL NOISE RATIO;

EID: 63649090069     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/30/3/005     Document Type: Article

References (30)

1. Abboud S and Sadeh D 1989 Spectral analysis of the fetal electrocardiogram Comput. Biol. Med. 19 409-15
2. Abboud S and Sadeh D 1990 Power spectrum analysis of fetal heart rate variability using the abdominal maternal electrocardiogram J. Biomed. Eng. 12 161-4
3. Amer-Wahlin I et al 2001 Cardiotocography only versus cardiotocography plus ST analysis of fetal electrocardiogram for intrapartum fetal monitoring: a Swedish randomised controlled trial Lancet 18 534-8
4. Bemmel J H V and van der Weide H 1966 Detection procedure to represent the foetal heart rate and electrocardiogram IEEE Trans. Biomed. Eng. 13 175-82
5. Bergveld P and Meijer W J H 1981 New technique for the suppression of the MECG IEEE Trans. Biomed. Eng. 28 248-353
6. Cardoso J F and Souloumiac A 1993 Blind beamforming for nonGaussian signals IEE Proc.-F 140 362-70
7. Cerutti S, Baselli G, Civardi S, Ferrazzi E, Marconi A M, Pagani M and Pardi G 1986 Variability analysis of fetal heart rate signals as obtained from abdominal electrocardiographic recordings J. Perinat. Med. 14 445-52
8. Comani S, Mantini D, Lagatta A, Esposito F, Luzio S D and Romani G L 2004 Time course reconstruction of fetal cardiac signals from fmcg: independent component analysis versus adaptive maternal beat subtraction Physiol. Meas. 25 1305-21
9. Comon P 1994 Independent component analysis, a new concept? Signal Process. 36 287-314
10. Dawes G, Visser G, Goodman J and Redman C 1981 Numerical analysis of the human fetal heart rate: the quality of ultrasound records Am. J. Obstet. Gynecol. 141 43-52
11. De Lathauwer L, Moor B D and Vanderwalle J 2000 Fetal electrocardiogram extraction by blind source subspace separation IEEE Trans. Biomed. Eng. 47 567-72
12. Greene K, Dawes G, Lilja H and Rosén K 1982 Changes in the ST waveform of the fetal lamb electrocardiogram with hypoxemia Am. J. Obstet. Gynecol. 144 950-8
13. Gritzali F, Frangakis G and Papakonstantinou G 1989 Detection of the P and T waves in an ECG Comput. Biomed. Res. 22 83-91
14. Guyton A and Hall J 2000 Textbook of Medical Physiology 10th edn (Philadelphia, PA: WB Saunders)
15. Künzi H and Krelle W 1962 Nichtlineare Programmierung (Berlin: Springer)
16. Lawson G, Belcher R, Dawes G and Redman C 1983 A comparison of ultrasound (with autocorrelation) and direct electrocardiogram fetal heart rate detector systems Am. J. Obstet. Gynecol. 147 721-2
17. Martens S, Rabotti C, Mischi M and Sluijter R 2007 A robust fetal ECG detection method for abdominal recordings Physiol. Meas. 28 373-88
18. Martens S, Sluijter R, Oei S and Bergmans J 2005 Improving QRS detection in multi-channel electrocardiography by principal component analysis IFMBE Proc. (Prague, Czech Republic)
19. Plonsey R 1969 Bioelectric Phenomena (New York: McGraw-Hill)
20. Siira S, Ojala T, Vahlberg T, Jalonen J, Välimäki I, Rosén K and Ekholm E 2005 Marked fetal acidosis and specific changes in power spectrum analysis of fetal heart rate variability recorded during the last hour of labour BJOG 112 418-23
21. Stinstra J et al 2002 Multicentre study of fetal cardiac time intervals using magnetocardiography BJOG 109 1235-43
22. Strobach P, Abraham-Fuchs K and Härer W 1994 Event-synchronous cancellation of the heart interference in biomedical signals IEEE Trans. Biomed. Eng. 41 343-50
23. Taylor M, Smith M, Thomas M, Green A R, Cheng F, Oseku-Afful S, Wee L Y, Fisk N M and Gardiner H M 2003 Non-invasive fetal electrocardiography in singleton and multiple pregnancies BJOG 110 668-78
24. Thacker S, Stroup D and Chang M 2001 Continuous electronic heart rate monitoring for fetal assessment during labor Cochrane Database Syst. Rev. 3 CD000063
25. Ungureanu M, Bergmans J, Oei S and Strungaru R 2007 Fetal ECG extraction using an adaptive maternal beat subtraction technique Biomed. Tech. 52 56-60
26. Ungureanu M and Wolf W 2006 Basic aspects concerning the event-synchronous interference canceller IEEE Trans. Biomed. Eng. 53 2240-7
27. Van Laar J, Porath M, Peters C and Oei S 2008 Spectral analysis of fetal heart rate variability for fetal surveillance: a review of the literature Acta Obstet. Gynecol. Scand. 87 300-6
28. Vullings R, Peters C, Mischi M, Sluijer R, Oei G and Bergmans J 2007 Artifact reduction in maternal abdominal ECG recordings for fetal ECG estimation Proc. of IEEE EMBC (Lyon, France) pp 43-6
29. Widrow B, Glover J R, McCool J, Kaunitz J, Williams C S, Hearn R H, Zeidler J R, Dong E and Goodlin R 1975 Adaptive noise cancelling: principles and applications Proc. IEEE 62 1692-716
30. Zarzoso V and Nandi A 2001 Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation IEEE Trans. Biomed. Eng. 48 12-8