$\require{mediawiki-texvc}$

연합인증

연합인증 가입 기관의 연구자들은 소속기관의 인증정보(ID와 암호)를 이용해 다른 대학, 연구기관, 서비스 공급자의 다양한 온라인 자원과 연구 데이터를 이용할 수 있습니다.

이는 여행자가 자국에서 발행 받은 여권으로 세계 각국을 자유롭게 여행할 수 있는 것과 같습니다.

연합인증으로 이용이 가능한 서비스는 NTIS, DataON, Edison, Kafe, Webinar 등이 있습니다.

한번의 인증절차만으로 연합인증 가입 서비스에 추가 로그인 없이 이용이 가능합니다.

다만, 연합인증을 위해서는 최초 1회만 인증 절차가 필요합니다. (회원이 아닐 경우 회원 가입이 필요합니다.)

연합인증 절차는 다음과 같습니다.

최초이용시에는
ScienceON에 로그인 → 연합인증 서비스 접속 → 로그인 (본인 확인 또는 회원가입) → 서비스 이용

그 이후에는
ScienceON 로그인 → 연합인증 서비스 접속 → 서비스 이용

연합인증을 활용하시면 KISTI가 제공하는 다양한 서비스를 편리하게 이용하실 수 있습니다.

Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals 원문보기

EURASIP journal on advances in signal processing, v.2007 no.1, 2007년, pp.43407 -   

Sameni, Reza (Biomedical Signal and Image Processing Laboratory (BiSIPL), School of Electrical Engineering) ,  Clifford, Gari D. (Laboratory for Computational Physiology, Harvard-MIT Division of Health Sciences and Technology (HST)) ,  Jutten, Christian (Laboratoire des Images et des Signaux (LIS), CNRS - UMR 5083) ,  Shamsollahi, Mohammad B. (Biomedical Signal and Image Processing Laboratory (BiSIPL), School of Electrical Engineering)

Abstract AI-Helper 아이콘AI-Helper

A three-dimensional dynamic model of the electrical activity of the heart is presented. The model is based on the single dipole model of the heart and is later related to the body surface potentials through a linear model which accounts for the temporal movements and rotations of the cardiac dipole,...

참고문헌 (49)

  1. Dössel O: Inverse problem of electro- and magnetocardiography: review and recent progress. International Journal of Bioelectromagnetism 2000.,2(2): 

  2. A van Oosterom 7 2002 100 Years Einthoven van Oosterom A: Beyond the dipole; modeling the genesis of the electrocardiogram. In 100 Years Einthoven. The Einthoven Foundation, Leiden, The Netherlands; 2002:7-15. 

  3. 1995 Bioelectromagnetism, Principles and Applications of Bioelectric and Biomagnetic Fields Malmivuo JA, Plonsey R (Eds): Bioelectromagnetism, Principles and Applications of Bioelectric and Biomagnetic Fields. Oxford University Press, New York, NY, USA; 1995. 

  4. Oostendorp T: Modeling the fetal ECG, Ph.D. dissertation. 

  5. IEEE Transactions on Biomedical Engineering PP Kanjilal 44 1 51 1997 10.1109/10.553712 Kanjilal PP, Palit S, Saha G: Fetal ECG extraction from single-channel maternal ECG using singular value decomposition. IEEE Transactions on Biomedical Engineering 1997,44(1):51-59. 10.1109/10.553712 

  6. Proceedings of the Joint Conference of the 4th International Conference on Information, Communications and Signal Processing, and the 4th Pacific Rim Conference on Multimedia (ICICS-PCM '03) P Gao 3 1418 2003 Gao P, Chang E-C, Wyse L: Blind separation of fetal ECG from single mixture using SVD and ICA. Proceedings of the Joint Conference of the 4th International Conference on Information, Communications and Signal Processing, and the 4th Pacific Rim Conference on Multimedia (ICICS-PCM '03), December 2003, Singapore 3: 1418-1422. 

  7. Clinical Physics and Physiological Measurement D Callaerts 10 B 7 1989 10.1088/0143-0815/10/4B/001 Callaerts D, Sansen W, Vandewalle J, Vantrappen G, Janssen J: Description of a real-time system to extract the fetal electrocardiogram. Clinical Physics and Physiological Measurement 1989,10(B):7-10. 10.1088/0143-0815/10/4B/001 

  8. IEEE Transactions on Biomedical Engineering L De Lathauwer 47 5 567 2000 10.1109/10.841326 De Lathauwer L, De Moor B, Vandewalle J: Fetal electrocardiogram extraction by blind source subspace separation. IEEE Transactions on Biomedical Engineering 2000,47(5):567-572. 10.1109/10.841326 

  9. F Vrins 1017 2004 Proceedings of 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA '04) 10.1007/978-3-540-30110-3_128 Vrins F, Jutten C, Verleysen M: Sensor array and electrode selection for non-invasive fetal electrocardiogram extraction by independent component analysis. In Proceedings of 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA '04), September 2004, Granada, Spain, Lecture Notes in Computer Science Edited by: Puntonet CG, Prieto A. 3195: 1017-1014. 

  10. B Azzerboni 193 2005 Proceedings of 13th European Symposium on Artificial Neural Networks (ESANN '05) Azzerboni B, La Foresta F, Mammone N, Morabito FC: A new approach based on wavelet-ICA algorithms for fetal electrocardiogram extraction. Proceedings of 13th European Symposium on Artificial Neural Networks (ESANN '05), April 2005, Bruges, Belgium 193-198. 

  11. R Sameni 656 2006 Proceedings of the International Symposium on Signal Processing and Information Technology (ISSPIT '06) Sameni R, Jutten C, Shamsollahi MB: What ICA provides for ECG processing: application to noninvasive fetal ECG extraction. Proceedings of the International Symposium on Signal Processing and Information Technology (ISSPIT '06), August 2006, Vancouver, Canada 656-661. 

  12. 2003 Adaptive Blind Signal and Image Processing Cichocki A, Amari S (Eds): Adaptive Blind Signal and Image Processing. John Wiley & Sons, New York, NY, USA; 2003. 

  13. IEEE Transactions on Biomedical Engineering PE McSharry 50 3 289 2003 10.1109/TBME.2003.808805 McSharry PE, Clifford GD, Tarassenko L, Smith LA: A dynamical model for generating synthetic electrocardiogram signals. IEEE Transactions on Biomedical Engineering 2003,50(3):289-294. 10.1109/TBME.2003.808805 

  14. McSharry PE, Clifford GD: ECGSYN - a realistic ECG waveform generator. http://www.physionet.org/physiotools/ecgsyn/ 

  15. IEEE Transactions on Biomedical Engineering P Bergveld 28 4 348 1981 10.1109/TBME.1981.324803 Bergveld P, Meijer WJH: A new technique for the suppression of the MECG. IEEE Transactions on Biomedical Engineering 1981,28(4):348-354. 

  16. IEEE Transactions on Biomedical Engineering WJH Meijer 28 4 354 1981 10.1109/TBME.1981.324804 Meijer WJH, Bergveld P: The simulation of the abdominal MECG. IEEE Transactions on Biomedical Engineering 1981,28(4):354-357. 

  17. Proceedings of the IEEE DB Geselowitz 77 6 857 1989 10.1109/5.29327 Geselowitz DB: On the theory of the electrocardiogram. Proceedings of the IEEE 1989,77(6):857-876. 10.1109/5.29327 

  18. 2000 The Biomedical Engineering Handbook 2 Bronzino J (Ed): The Biomedical Engineering Handbook. 2nd edition. CRC Press, Boca Raton, Fla, USA; 2000. 

  19. Circulation E Frank 13 5 737 1956 10.1161/01.CIR.13.5.737 Frank E: An accurate, clinically practical system for spatial vectorcardiography. Circulation 1956,13(5):737-749. 

  20. Circulation GF Fletcher 91 2 580 1995 10.1161/01.CIR.91.2.580 Fletcher GF, Balady G, Froelicher VF, Hartley LH, Haskell WL, Pollock ML: Exercise standards: a statement for healthcare professionals from the American Heart Association. Circulation 1995,91(2):580-615. 

  21. Clinical Cardiology GE Dower 3 2 87 1980 10.1002/clc.1980.3.2.87 Dower GE, Machado HB, Osborne JA: On deriving the electrocardiogram from vectorcardiographic leads. Clinical Cardiology 1980,3(2):87-95. 

  22. IEEE Transactions on Information Technology in Biomedicine L Hadžievski 8 4 428 2004 10.1109/TITB.2004.837869 Hadžievski L, Bojović B, Vukčević V, et al.: A novel mobile transtelephonic system with synthesized 12-lead ECG. IEEE Transactions on Information Technology in Biomedicine 2004,8(4):428-438. 10.1109/TITB.2004.837869 

  23. Journal of Electrocardiology L Edenbrandt 21 4 361 1988 10.1016/0022-0736(88)90113-6 Edenbrandt L, Pahlm O: Vectorcardiogram synthesized from a 12-lead ECG: superiority of the inverse Dower matrix. Journal of Electrocardiology 1988,21(4):361-367. 10.1016/0022-0736(88)90113-6 

  24. Fluctuations and Noise in Biological, Biophysical, and Biomedical Systems II GD Clifford 5467 290 2004 10.1117/12.544525 Clifford GD, McSharry PE: A realistic coupled nonlinear artificial ECG, BP, and respiratory signal generator for assessing noise performance of biomedical signal processing algorithms. Fluctuations and Noise in Biological, Biophysical, and Biomedical Systems II, May 2004, Maspalomas, Spain, Proceedings of SPIE 5467: 290-301. 

  25. R Sameni 1017 2005 Proceedings of the 32nd Annual International Conference on Computers in Cardiology Sameni R, Shamsollahi MB, Jutten C, Babaie-Zade M: Filtering noisy ECG signals using the extended Kalman filter based on a modified dynamic ECG model. Proceedings of the 32nd Annual International Conference on Computers in Cardiology, September 2005, Lyon, France 1017-1020. 

  26. Journal of Biological Systems GD Clifford 14 2 169 2006 10.1142/S0218339006001830 Clifford GD: A novel framework for signal representation and source separation: applications to filtering and segmentation of biosignals. Journal of Biological Systems 2006,14(2):169-183. 10.1142/S0218339006001830 

  27. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing J Ben-Arie 42 6 402 1995 10.1109/82.392315 Ben-Arie J, Rao KR: Nonorthogonal signal representation by Gaussians and Gabor functions. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing 1995,42(6):402-413. 10.1109/82.392315 

  28. Fetal positions, WebMD http://www.webmd.com/content/tools/1/slide_fetal_pos.htm 

  29. International Journal of Bioelectromagnetism GD Clifford 7 1 158 2005 Clifford GD, Shoeb A, McSharry PE, Janz BA: Model-based filtering, compression and classification of the ECG. International Journal of Bioelectromagnetism 2005,7(1):158-161. 

  30. C Bishop 1995 10.1093/oso/9780198538493.001.0001 Neural Networks for Pattern Recognition Bishop C: Neural Networks for Pattern Recognition. Oxford University Press, New York, NY, USA; 1995. 

  31. IEEE Transactions on Biomedical Engineering L Weixue 43 2 211 1996 10.1109/10.481990 Weixue L, Ling X: Computer simulation of epicardial potentials using a heart-torso model with realistic geometry. IEEE Transactions on Biomedical Engineering 1996,43(2):211-217. 10.1109/10.481990 

  32. IEEE Transactions on Signal Processing L Frenkel 47 2 306 1999 10.1109/78.740104 Frenkel L, Feder M: Recursive expectation-maximization (EM) algorithms for time-varying parameters with applications to multiple target tracking. IEEE Transactions on Signal Processing 1999,47(2):306-320. 10.1109/78.740104 

  33. Sameni R, Shamsollahi MB, Jutten C, Clifford GD: A nonlinear Bayesian filtering framework for ECG denoising. to appear in IEEE Transactions on Biomedical Engineering 

  34. IEEE Transactions on Biomedical Engineering GM Friesen 37 1 85 1990 10.1109/10.43620 Friesen GM, Jannett TC, Jadallah MA, Yates SL, Quint SR, Nagle HT: A comparison of the noise sensitivity of nine QRS detection algorithms. IEEE Transactions on Biomedical Engineering 1990,37(1):85-98. 10.1109/10.43620 

  35. G Moody 381 1984 Proceedings of Annual International Conference on Computers in Cardiology Moody G, Muldrow W, Mark R: Noise stress test for arrhythmia detectors. Proceedings of Annual International Conference on Computers in Cardiology, 1984, Salt Lake City, Utah, USA 381-384. 

  36. IEEE Transactions on Biomedical Engineering X Hu 53 2 347 2006 10.1109/TBME.2005.862529 Hu X, Nenov V: A single-lead ECG enhancement algorithm using a regularized data-driven filter. IEEE Transactions on Biomedical Engineering 2006,53(2):347-351. 10.1109/TBME.2005.862529 

  37. 1974 Applied Optimal Estimation Gelb A (Ed): Applied Optimal Estimation. MIT Press, Cambridge, Mass, USA; 1974. 

  38. Physiological Measurement MP Tarvainen 27 3 225 2006 10.1088/0967-3334/27/3/002 Tarvainen MP, Georgiadis SD, Ranta-Aho PO, Karjalainen PA: Time-varying analysis of heart rate variability signals with a Kalman smoother algorithm. Physiological Measurement 2006,27(3):225-239. 10.1088/0967-3334/27/3/002 

  39. Moody G, Muldrow W, Mark R: The MIT-BIH noise stress test database. http://www.physionet.org/physiobank/database/nstdb/ 

  40. A Härmä 2001 Frequency-warped autoregressive modeling and filtering, Doctoral thesis Härmä A: Frequency-warped autoregressive modeling and filtering, Doctoral thesis. 2001. 

  41. The MIT-BIH PTB diagnosis database http://www.physionet.org/physiobank/database/ptbdb/ 

  42. Biomedizinische Technik R Bousseljot 40 1 S317 1995 10.1515/bmte.1995.40.s1.317 Bousseljot R, Kreiseler D, Schnabel A: Nutzung der EKG-signaldatenbank CARDIODAT der PTB über das internet. Biomedizinische Technik 1995,40(1):S317-S318. 10.1515/bmte.1995.40.s1.317 

  43. Biomedizinische Technik D Kreiseler 40 1 S319 1995 10.1515/bmte.1995.40.s1.319 Kreiseler D, Bousseljot R: Automatisierte EKG-auswertung mit hilfe der EKG-signaldatenbank CARDIODAT der PTB. Biomedizinische Technik 1995,40(1):S319-S320. 10.1515/bmte.1995.40.s1.319 

  44. De Moor B: Database for the identification of systems (DaISy). http://homes.esat.kuleuven.be/~smc/daisy/ 

  45. BJOG: An International Journal of Obstetrics and Gynaecology MJO Taylor 110 7 668 2003 10.1046/j.1471-0528.2003.02005.x Taylor MJO, Smith MJ, Thomas M, et al.: Non-invasive fetal electrocardiography in singleton and multiple pregnancies. BJOG: An International Journal of Obstetrics and Gynaecology 2003,110(7):668-678. 10.1046/j.1471-0528.2003.02005.x 

  46. Cardoso J-F: Blind source separation and independent component analysis. http://www.tsi.enst.fr/~cardoso/guidesepsou.html 

  47. R Sameni 5639 2005 Proceedings of the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS '05) Sameni R, Shamsollahi MB, Jutten C: Filtering electrocardiogram signals using the extended Kalman filter. Proceedings of the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS '05), September 2005, Shanghai, China 5639-5642. 

  48. EJ Gumbel 1958 10.7312/gumb92958 Statistics of Extremes Gumbel EJ: Statistics of Extremes. Columbia University Press, New York, NY, USA; 1958. 

  49. GH Golub 1996 Matrix Computations 3 Golub GH, van Loan CF: Matrix Computations. 3rd edition. Johns Hopkins University Press, Baltimore, Md, USA; 1996. 

관련 콘텐츠

오픈액세스(OA) 유형

GOLD

오픈액세스 학술지에 출판된 논문

저작권 관리 안내
섹션별 컨텐츠 바로가기

AI-Helper ※ AI-Helper는 오픈소스 모델을 사용합니다.

AI-Helper 아이콘
AI-Helper
안녕하세요, AI-Helper입니다. 좌측 "선택된 텍스트"에서 텍스트를 선택하여 요약, 번역, 용어설명을 실행하세요.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.

선택된 텍스트

맨위로