Robust detection of heart beats using dynamic thresholds and moving windows

Computing in Cardiology

Volumn 41, Issue January, 2014, Pages 569-572

  Vollmer, Marcus ^a  

^a UNIVERSITY OF GREIFSWALD   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CARDIOLOGY; LOCATION;

BEAT DETECTION; DYNAMIC THRESHOLD; HIGH-PASS FILTERING; MULTI-MODAL DATA; MULTICHANNEL FUSIONS; ROBUST DETECTION; TRAINING DATA SETS; VARIOUS CHANNELS;

HEART;

EID: 84931331847     PISSN: 23258861     EISSN: 2325887X     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Pan J, Tompkins WJ. A real-time qrs detection algorithm. Biomedical Engineering IEEE Transactions on March 1985;BME-32(3):230-236. ISSN 0018-9294.
2. Kohler BU, Hennig C, Orglmeister R. The principles of software qrs detection. Engineering in Medicine and Biology Magazine IEEE Jan 2002;21(1):42-57. ISSN 0739-5175.
3. Hamilton PS, Tompkins WJ. Quantitative investigation of qrs detection rules using the mit/bih arrhythmia database. Biomedical Engineering IEEE Transactions on Dec 1986; BME-33(12):1157-1165. ISSN 0018-9294.
4. Szilagyi L, Benyo Z, Szilagyi S, Szlavecz A, Nagy L. Online qrs complex detection using wavelet filtering. In Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE, volume 2. ISSN 1094-687X, 2001; 1872-1874 vol.2.
5. Afonso V, Tompkins WJ, Nguyen T, Luo S. Ecg beat detection using filter banks. Biomedical Engineering IEEE Transactions on Feb 1999;46(2):192-202. ISSN 0018-9294.
6. Hu YH, Tompkins WJ, Urrusti JL, Afonso V X. Applications of artificial neural networks for ecg signal detection and classification. Journal of electrocardiology 1993; 26:66-73.
7. Bednar J, Watt T. Alpha-trimmed means and their relationship to median filters. Acoustics Speech and Signal Processing IEEE Transactions on Feb 1984;32(1):145-153. ISSN 0096-3518.
8. Chen S.W. A nonlinear trimmed moving averaging-based system with its application to real-time qrs beat classification. Journal of Medical Engineering amp Technology 2007;31(6):443-449.
9. Smith RP, Argod J, Pepin JL, Levy PA. Pulse transit time: an appraisal of potential clinical applications. Thorax 1999; 54(5):452-457.
10. Drinnan MJ, Allen J, Murray A. Relation between heart rate and pulse transit time during paced respiration. Physiological Measurement 2001;22(3):425.
11. Gil E, Bailon R, Vergara JM, Laguna P. Ptt variability for discrimination of sleep apnea related decreases in the amplitude fluctuations of ppg signal in children. Biomedical Engineering IEEE Transactions on May 2010;57(5):1079-1088. ISSN 0018-9294.
12. Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PC, Mark RG, Mietus JE, Moody GB, Peng CK, Stanley HE. PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation 2000 (June 13);101(23):e215-e220.
13. Moody G, Mark R. The impact of the mit-bih arrhythmia database. Engineering in Medicine and Biology Magazine IEEE May 2001;20(3):45-50. ISSN 0739-5175.
14. Taddei A, Distante G, Emdin M, Pisani P, Moody GB, Zeelenberg C, Marchesi C. The european st-t database: standard for evaluating systems for the analysis of st-t changes in ambulatory electrocardiography. European Heart Journal 1992; 13(9): 1164-1172.
15. Welch J, Ford P, Teplick R, Rubsamen R. The massachusetts general hospital-marquette foundation hemodynamic and electrocardiographic database-comprehensive collection of critical care waveforms. Clinical Monitoring 1991 ;7(1):96-97.
16. Moody GB, Muldrow W, Mark RG. A noise stress test for arrhythmia detectors. Computers in Cardiology 1984; 11 (3):381-384.
17. Ichimaru Y, Moody G. Development of the polysomnographic database on cd-rom. Psychiatry and Clinical Neurosciences 1999;53(2):175-177. ISSN 1440-1819.
18. Zong W, Moody G, Jiang D. A robust open-source algorithm to detect onset and duration of qrs complexes. In Computers in Cardiology, 2003. ISSN 0276-6547, Sept 2003; 737-740.