A reliable method for rhythm analysis during cardiopulmonary resuscitation

BioMed Research International

Volumn 2014, Issue , 2014, Pages

  Ayala, U ^a   Irusta, U ^a   Ruiz, J ^a   Eftestol T ^b   Kramer Johansen, J ^c   Alonso Atienza, F ^d   Alonso, E ^a   Gonzalez Otero D ^a  

^a UNIVERSITY OF THE BASQUE COUNTRY UPV EHU   (Spain)

^b UNIVERSITY OF STAVANGER   (Norway)

^c OSLO UNIVERSITY HOSPITAL   (Norway)

^d UNIVERSIDAD REY JUAN CARLOS   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; ARTIFACT; DIAGNOSTIC TEST ACCURACY STUDY; ELECTRIC ACTIVITY; FILTER; HEART RHYTHM; HUMAN; MAJOR CLINICAL STUDY; MEDICAL DECISION MAKING; OUT OF HOSPITAL CARDIAC ARREST; RESUSCITATION; SENSITIVITY AND SPECIFICITY; SHOCK WAVE; DATA BASE; ELECTRIC SHOCK; ELECTROPHYSIOLOGY; HEART RATE; PATHOPHYSIOLOGY; PHYSIOLOGY;

ALGORITHMS; CARDIOPULMONARY RESUSCITATION; DATABASES AS TOPIC; ELECTROPHYSIOLOGICAL PHENOMENA; ELECTROSHOCK; HEART RATE; HUMANS; OUT-OF-HOSPITAL CARDIAC ARREST;

EID: 84901805656     PISSN: 23146133     EISSN: 23146141     Source Type: Journal    
DOI: 10.1155/2014/872470     Document Type: Article

References (44)

1. Berdowski J., Berg R. A., Tijssen J. G. P., Koster R. W., Global incidences of out-of-hospital cardiac arrest and survival rates: systematic review of 67 prospective studies. Resuscitation 2010 81 11 1479 1487 2-s2.0-78149413588 10.1016/j.resuscitation.2010.08.006
2. Cummins R. O., Ornato J. P., Thies W. H., Pepe P. E., Billi J. E., Seidel J., Jaffe A. S., Flint L. S., Goldstein S., Abramson N. S., Brown C., Chandra N. C., Gonzalez E. R., Newell L., Stults K. R., Membrino G. E., Improving survival from sudden cardiac arrest: the "chain of survival" concept. Circulation 1991 83 5 1832 1847 2-s2.0-0025805613
3. Deakin C. D., Nolan J. P., Soar J., Sunde K., Koster R. W., Smith G. B., Perkins G. D., European Resuscitation Council Guidelines for resuscitation 2010 section 4. Adult advanced life support. Resuscitation 2010 81 10 1305 1352 2-s2.0-78049478848 10.1016/j.resuscitation.2010.08.017
4. Cheskes S., Schmicker R. H., Christenson J., Salcido D. D., Rea T., Powell J., Edelson D. P., Sell R., May S., Menegazzi J. J., Van Ottingham L., Olsufka M., Pennington S., Simonini J., Berg R. A., Stiell I., Idris A., Bigham B., Morrison L., Perishock pause: an independent predictor of survival from out-of-hospital shockable cardiac arrest. Circulation 2011 124 1 58 66 2-s2.0-79960353598 10.1161/CIRCULATIONAHA.110.010736
5. Li Y., Bisera J., Geheb F., Tang W., Weil M. H., Identifying potentially shockable rhythms without interrupting cardiopulmonary resuscitation. Critical Care Medicine 2008 36 1 198 203 2-s2.0-37549011383 10.1097/01.CCM.0000295589. 64729.6B
6. Krasteva V., Jekova I., Dotsinsky I., Didon J.-P., Shock advisory system for heart rhythm analysis during cardiopulmonary resuscitation using a single ecg input of automated external defibrillators. Annals of Biomedical Engineering 2010 38 4 1326 1336 2-s2.0-77952011416 10.1007/s10439-009-9885-9
7. Ruiz de Gauna S., Irusta U., Ruiz J., Ayala U., Aramendi E., Eftestøl T., Rhythm analysis during cardiopulmonary resuscitation: past, present, and future. BioMed Research International 2014 2014 13 386010 10.1155/2014/386010
8. Werther T., Klotz A., Granegger M., Baubin M., Feichtinger H. G., Amann A., Gilly H., Strong corruption of electrocardiograms caused by cardiopulmonary resuscitation reduces efficiency of two-channel methods for removing motion artefacts in non-shockable rhythms. Resuscitation 2009 80 11 1301 1307 2-s2.0-70350018350 10.1016/j.resuscitation.2009.07.020
9. Aase S. O., Eftestøl T., Husøy J. H., Sunde K., Steen P. A., CPR artifact removal from human ECG using optimal multichannel filtering. IEEE Transactions on Biomedical Engineering 2000 47 11 1440 1449 2-s2.0-0034329629 10.1109/10.880095
10. Eilevstjønn J., Eftestøl T., Aase S. O., Myklebust H., Husøy J. H., Steen P. A., Feasibility of shock advice analysis during CPR through removal of CPR artefacts from the human ECG. Resuscitation 2004 61 2 131 141 2-s2.0-2342456424 10.1016/j.resuscitation.2003.12.019 (Pubitemid 38596779)
11. Berger R. D., Palazzolo J., Halperin H., Rhythm discrimination during uninterrupted CPR using motion artifact reduction system. Resuscitation 2007 75 1 145 152 2-s2.0-34548239764 10.1016/j.resuscitation.2007.03.007 (Pubitemid 47331991)
12. Irusta U., Ruiz J., de Gauna S. R., Eftestøl T., Kramer-Johansen J., A least mean-Square filter for the estimation of the cardiopulmonary resuscitation artifact based on the frequency of the compressions. IEEE Transactions on Biomedical Engineering 2009 56 4 1052 1062 2-s2.0-67249099926 10.1109/TBME.2008.2010329
13. Rheinberger K., Steinberger T., Unterkofler K., Baubin M., Klotz A., Amann A., Removal of CPR artifacts from the ventricular fibrillation ECG by adaptive regression on lagged reference signals. IEEE Transactions on Biomedical Engineering 2008 55 1 130 137 2-s2.0-37349087241 10.1109/TBME.2007.902235 (Pubitemid 350308434)
14. Ruiz J., Irusta U., Ruiz de Gauna S., Eftestøl T., Cardiopulmonary resuscitation artefact suppression using a Kalman filter and the frequency of chest compressions as the reference signal. Resuscitation 2010 81 9 1087 1094 2-s2.0-77955846089 10.1016/j.resuscitation.2010.02.031
15. Aramendi E., de Gauna S. R., Irusta U., Ruiz J., Arcocha M. F., Ormaetxe J. M., Detection of ventricular fibrillation in the presence of cardiopulmonary resuscitation artefacts. Resuscitation 2007 72 1 115 123 2-s2.0-33845389282 10.1016/j.resuscitation.2006.05.017 (Pubitemid 44914104)
16. Ruiz de Gauna S., Ruiz J., Irusta U., Aramendi E., Eftestøl T., Kramer-Johansen J., A method to remove CPR artefacts from human ECG using only the recorded ECG. Resuscitation 2008 76 2 271 278 2-s2.0-38049079385 10.1016/j.resuscitation.2007.08.002
17. Li Y., Tang W., Techniques for artefact filtering from chest compression corrupted ECG signals: good, but not enough. Resuscitation 2009 80 11 1219 1220 2-s2.0-70350015359 10.1016/j.resuscitation.2009.09.003
18. Kerber R. E., Becker L. B., Bourland J. D., Cummins R. O., Hallstrom A. P., Michos M. B., Nichol G., Ornato J. P., Thies W. H., White R. D., Zuckerman B. D., Automatic external defibrillators for public access defibrillation: recommendations for specifying and reporting arrhythmia analysis algorithm performance, incorporating new waveforms, and enhancing safety. Circulation 1997 95 6 1677 1682 2-s2.0-16944364417 (Pubitemid 27142847)
19. Aramendi E., Ayala U., Irusta U., Alonso E., Eftestøl T., Kramer-Johansen J., Suppression of the cardiopulmonary resuscitation artefacts using the instantaneous chest compression rate extracted from the thoracic impedance. Resuscitation 2012 83 6 692 698 2-s2.0-84860493929 10.1016/j.resuscitation.2011.11.029
20. Tan Q., Freeman G. A., Geheb F., Bisera J., Electrocardiographic analysis during uninterrupted cardiopulmonary resuscitation. Critical Care Medicine 2008 36 11 S409 S412 2-s2.0-77249113544
21. Wik L., Kramer-Johansen J., Myklebust H., Sørebø H., Svensson L., Fellows B., Steen P. A., Quality of cardiopulmonary resuscitation during out-of-hospital cardiac arrest. Journal of the American Medical Association 2005 293 3 299 304 2-s2.0-12244295495 10.1001/jama.293.3.299 (Pubitemid 40116084)
22. Kramer-Johansen J., Myklebust H., Wik L., Fellows B., Svensson L., Sørebø H., Steen P. A., Quality of out-of-hospital cardiopulmonary resuscitation with real time automated feedback: a prospective interventional study. Resuscitation 2006 71 3 283 292 2-s2.0-33751254313 10.1016/j. resuscitation.2006.05.011 (Pubitemid 44803181)
23. Atkins D. L., Scott W. A., Blaufox A. D., Law I. H., Dick M. II, Geheb F., Sobh J., Brewer J. E., Sensitivity and specificity of an automated external defibrillator algorithm designed for pediatric patients. Resuscitation 2008 76 2 168 174 2-s2.0-37849034409 10.1016/j.resuscitation.2007.06.032
24. Clifford A. C., Comparative assessment of shockable ECG rhythm detection algorithms in automated external defibrillators. Resuscitation 1996 32 3 217 225 2-s2.0-0030272483 10.1016/0300-9572(96)00973-2 (Pubitemid 26354168)
25. Zong W., Moody G. B., Jiang D., A robust open-source algorithm to detect onset and duration of QRS complexes. Proceedings of the IEEE Computers in Cardiology September 2003 737 740 2-s2.0-4143054931
26. Brown C. G., Ozwonczyk R., Signal analysis of the human electrocardiogram during ventricular fibrillation: frequency and amplitude parameters as predictors of successful countershock. Annals of Emergency Medicine 1996 27 2 184 188 2-s2.0-0030041352 (Pubitemid 26055079)
27. Minami K., Nakajima H., Toyoshima T., Real-time discrimination of ventricular tachyarrhythmia with Fourier-transform neural network. IEEE Transactions on Biomedical Engineering 1999 46 2 179 185 (Pubitemid 29058923)
28. Ben-Hur A., Weston J., A user's guide to support vector machines. Data Mining Techniques for the Life Sciences 2010 609 223 239 10.1007/978-1-60327- 241-4-13
29. Chang C.-C., Lin C.-J., LIBSVM: a Library for support vector machines. ACM Transactions on Intelligent Systems and Technology 2011 2 3, article 27 2-s2.0-79955702502 10.1145/1961189.1961199
30. Zeger S. L., Liang K. Y., Longitudinal data analysis for discrete and continuous outcomes. Biometrics 1986 42 1 121 130 2-s2.0-0022673130
31. Sternberg M. R., Hadgu A., A GEE approach to estimating sensitivity and specificity and coverage properties of the confidence intervals. Statistics in Medicine 2001 20 9-10 1529 1539 2-s2.0-0035873979 10.1002/sim.688 (Pubitemid 32433197)
32. Halekoh U., Højsgaard S., Yan J., The R package geepack for generalized estimating equations. Journal of Statistical Software 2006 15 2 1 11 2-s2.0-29844444766 (Pubitemid 43037444)
33. Jacobs I., Nadkarni V., Bahr J., Cardiac arrest and cardiopulmonary resuscitation outcome reports: update and simplification of the Utstein templates for resuscitation registries. A statement for healthcare professionals from a task force of the international liaison committee on resuscitation (American Heart Association, European Resuscitation Council, Australian Resuscitation Council, New Zealand Resuscitation Council, Heart and Stroke Foundation of Canada, InterAmerican Heart Foundation, Resuscitation Council of Southern Africa). Resuscitation 2004 63 3 233 249 10.1016/j.resuscitation.2004. 09.008
34. Atwood C., Eisenberg M. S., Herlitz J., Rea T. D., Incidence of EMS-treated out-of-hospital cardiac arrest in Europe. Resuscitation 2005 67 1 75 80 2-s2.0-25844529166 10.1016/j.resuscitation.2005.03.021 (Pubitemid 41394081)
35. Nichol G., Thomas E., Callaway C. W., Hedges J., Powell J. L., Aufderheide T. P., Rea T., Lowe R., Brown T., Dreyer J., Davis D., Idris A., Stiell I., Regional variation in out-of-hospital cardiac arrest incidence and outcome. Journal of the American Medical Association 2008 300 12 1423 1431 2-s2.0-52449090787 10.1001/jama.300.12.1423
36. Sayre M. R., Koster R. W., Botha M., Cave D. M., Cudnik M. T., Handley A. J., Hatanaka T., Hazinski M. F., Jacobs I., Monsieurs K., Morley P. T., Nolan J. P., Travers A. H., Part 5: Adult basic life support: 2010 International Consensus on Cardiopulmonary Resuscitation and Emergency Cardiovascular Care Science with Treatment Recommendations. Circulation 2010 122 16, supplement 2 S298 S324 2-s2.0-78149244181 10.1161/CIRCULATIONAHA.110.970996
37. Weisfeldt M. L., Becker L. B., Resuscitation after cardiac arrest: a 3-phase time-sensitive model. Journal of the American Medical Association 2002 288 23 3035 3038 2-s2.0-0037132608 10.1001/jama.288.23.3035 (Pubitemid 35471166)
38. Freese J. P., Jorgenson D. B., Liu P. Y., Waveform analysis-guided treatment versus a standard shock-first protocol for the treatment of out-of-hospital cardiac arrest presenting in ventricular fibrillation: results of an international randomized, controlled trial. Circulation 2013 128 9 995 1002 10.1161/CIRCULATIONAHA.113.003273
39. Cobb L. A., Fahrenbruch C. E., Olsufka M., Copass M. K., Changing incidence of out-of-hospital ventricular fibrillation, 1980-2000. Journal of the American Medical Association 2002 288 23 3008 3013 2-s2.0-0037132575 10.1001/jama.288.23.3008 (Pubitemid 35471162)
40. Pozner C. N., Almozlino A., Elmer J., Poole S., McNamara D., Barash D., Cardiopulmonary resuscitation feedback improves the quality of chest compression provided by hospital health care professionals. American Journal of Emergency Medicine 2011 29 6 618 625 2-s2.0-79959469301 10.1016/j.ajem.2010.01.008
41. Perkins G. D., Davies R. P., Quinton S., Woolley S., Gao F., Abella B., Stallard N., Cooke M. W., The effect of real-time CPR feedback and post event debriefing on patient and processes focused outcomes: a cohort study: trial protocol. Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine 2011 19, article 58 2-s2.0-80054109572 10.1186/1757-7241-19-58
42. Babbs C. F., Kemeny A. E., Quan W., Freeman G., A new paradigm for human resuscitation research using intelligent devices. Resuscitation 2008 77 3 306 315 2-s2.0-43549090147 10.1016/j.resuscitation.2007.12.018
43. Monsieurs K. G., de Regge M., Vansteelandt K., Excessive chest compression rate is associated with insufficient compression depth in prehospital cardiac arrest. Resuscitation 2012 83 11 1319 1323 10.1016/j.resuscitation.2012.07.015
44. Ruiz J., Ayala U., Ruiz de Gauna S., Direct evaluation of the effect of filtering the chest compression artifacts on the uninterrupted cardiopulmonary resuscitation time. American Journal of Emergency Medicine 2013 31 6 910 915 10.1016/j.ajem.2013.02.044