메뉴 건너뛰기




Volumn 14, Issue , 2014, Pages

Usefulness of the heart-rate variability complex for predicting cardiac mortality after acute myocardial infarction

Author keywords

Acute myocardial infarction; Cardiac death; Heart rate variability; Machine learning; Support vector machine

Indexed keywords

ACETYLSALICYLIC ACID; BETA ADRENERGIC RECEPTOR BLOCKING AGENT; CLOPIDOGREL; DIPEPTIDYL CARBOXYPEPTIDASE INHIBITOR; DIURETIC AGENT; HYDROXYMETHYLGLUTARYL COENZYME A REDUCTASE INHIBITOR;

EID: 84900798646     PISSN: None     EISSN: 14712261     Source Type: Journal    
DOI: 10.1186/1471-2261-14-59     Document Type: Article
Times cited : (40)

References (27)
  • 2
    • 33947496168 scopus 로고    scopus 로고
    • Sudden cardiac death: the role of risk stratification
    • 10.1016/j.ahj.2007.01.024, 17394900
    • Kusmirek SL, Gold MR. Sudden cardiac death: the role of risk stratification. Am Heart J 2007, 153(4):25-33. 10.1016/j.ahj.2007.01.024, 17394900.
    • (2007) Am Heart J , vol.153 , Issue.4 , pp. 25-33
    • Kusmirek, S.L.1    Gold, M.R.2
  • 4
    • 0003031097 scopus 로고
    • Quantitative analysis of heart rate variability
    • 10.1063/1.166090, 12780160
    • Kurths J, Voss A, Saparin P, Witt A, Kleiner H, Wessel N. Quantitative analysis of heart rate variability. CHAOS 1995, 5(1):88-94. 10.1063/1.166090, 12780160.
    • (1995) CHAOS , vol.5 , Issue.1 , pp. 88-94
    • Kurths, J.1    Voss, A.2    Saparin, P.3    Witt, A.4    Kleiner, H.5    Wessel, N.6
  • 6
    • 17444407453 scopus 로고    scopus 로고
    • Prediction of sudden cardiac death after acute myocardial infarction: role of Holter monitoring in the modern treatment era
    • 10.1093/eurheartj/ehi188, 15778204
    • Mäkikallio TH, Barthel P, Schneider R, Bauer A, Tapanainen JM, Tulppo MP, Schmidt G, Huikuri HV. Prediction of sudden cardiac death after acute myocardial infarction: role of Holter monitoring in the modern treatment era. Eur Heart J 2005, 26(8):762-769. 10.1093/eurheartj/ehi188, 15778204.
    • (2005) Eur Heart J , vol.26 , Issue.8 , pp. 762-769
    • Mäkikallio, T.H.1    Barthel, P.2    Schneider, R.3    Bauer, A.4    Tapanainen, J.M.5    Tulppo, M.P.6    Schmidt, G.7    Huikuri, H.V.8
  • 8
    • 4544327298 scopus 로고    scopus 로고
    • ACC/AHA guidelines for the management of patients with ST-elevation myocardial infarction: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to Revise the 1999 Guidelines for the Management of Patients with Acute Myocardial Infarction)
    • 10.1016/j.jacc.2004.07.014, 15358047
    • Antman EM, Anbe DT, Armstrong PW, Bates ER, Green LA, Hand M, Hochman JS, Krumholz HM, Kushner FG, Lamas GA. ACC/AHA guidelines for the management of patients with ST-elevation myocardial infarction: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to Revise the 1999 Guidelines for the Management of Patients with Acute Myocardial Infarction). J Am Coll Cardiol 2004, 44(3):E1-E211. 10.1016/j.jacc.2004.07.014, 15358047.
    • (2004) J Am Coll Cardiol , vol.44 , Issue.3
    • Antman, E.M.1    Anbe, D.T.2    Armstrong, P.W.3    Bates, E.R.4    Green, L.A.5    Hand, M.6    Hochman, J.S.7    Krumholz, H.M.8    Kushner, F.G.9    Lamas, G.A.10
  • 9
    • 0029928495 scopus 로고    scopus 로고
    • Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology
    • 10.1161/01.CIR.93.5.1043, 8598068
    • Camm A, Malik M, Bigger J, Breithardt G, Cerutti S, Cohen R, Coumel P, Fallen E, Kennedy H, Kleiger R. Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Circulation 1996, 93(5):1043-1065. 10.1161/01.CIR.93.5.1043, 8598068.
    • (1996) Circulation , vol.93 , Issue.5 , pp. 1043-1065
    • Camm, A.1    Malik, M.2    Bigger, J.3    Breithardt, G.4    Cerutti, S.5    Cohen, R.6    Coumel, P.7    Fallen, E.8    Kennedy, H.9    Kleiger, R.10
  • 11
    • 76749122978 scopus 로고    scopus 로고
    • The relationship between high resting heart rate and ventricular arrhythmogenesis in patients referred to ambulatory 24 h electrocardiographic recording
    • 10.1093/europace/eup344, 19887457
    • Soliman EZ, Elsalam MA, Li Y. The relationship between high resting heart rate and ventricular arrhythmogenesis in patients referred to ambulatory 24 h electrocardiographic recording. Europace 2010, 12(2):261-265. 10.1093/europace/eup344, 19887457.
    • (2010) Europace , vol.12 , Issue.2 , pp. 261-265
    • Soliman, E.Z.1    Elsalam, M.A.2    Li, Y.3
  • 12
    • 0033599831 scopus 로고    scopus 로고
    • Heart-rate turbulence after ventricular premature beats as a predictor of mortality after acute myocardial infarction
    • 10.1016/S0140-6736(98)08428-1, 10227219
    • Schmidt G, Malik M, Barthel P, Schneider R, Ulm K, Rolnitzky L, Camm AJ, Bigger JT, Schömig A. Heart-rate turbulence after ventricular premature beats as a predictor of mortality after acute myocardial infarction. Lancet 1999, 353(9162):1390-1396. 10.1016/S0140-6736(98)08428-1, 10227219.
    • (1999) Lancet , vol.353 , Issue.9162 , pp. 1390-1396
    • Schmidt, G.1    Malik, M.2    Barthel, P.3    Schneider, R.4    Ulm, K.5    Rolnitzky, L.6    Camm, A.J.7    Bigger, J.T.8    Schömig, A.9
  • 13
    • 53449096704 scopus 로고    scopus 로고
    • Heart rate turbulence: standards of measurement, physiological interpretation, and clinical use: International Society for Holter and Noninvasive Electrophysiology Consensus
    • 10.1016/j.jacc.2008.07.041, 18940523
    • Bauer A, Malik M, Schmidt G, Barthel P, Bonnemeier H, Cygankiewicz I, Guzik P, Lombardi F, Müller A, Oto A. Heart rate turbulence: standards of measurement, physiological interpretation, and clinical use: International Society for Holter and Noninvasive Electrophysiology Consensus. J Am Coll Cardiol 2008, 52(17):1353-1365. 10.1016/j.jacc.2008.07.041, 18940523.
    • (2008) J Am Coll Cardiol , vol.52 , Issue.17 , pp. 1353-1365
    • Bauer, A.1    Malik, M.2    Schmidt, G.3    Barthel, P.4    Bonnemeier, H.5    Cygankiewicz, I.6    Guzik, P.7    Lombardi, F.8    Müller, A.9    Oto, A.10
  • 14
    • 33646542067 scopus 로고    scopus 로고
    • Deceleration capacity of heart rate as a predictor of mortality after myocardial infarction: cohort study
    • 10.1016/S0140-6736(06)68735-7, 16714188
    • Bauer A, Kantelhardt JW, Barthel P, Schneider R, Mäkikallio T, Ulm K, Hnatkova K, Schömig A, Huikuri H, Bunde A. Deceleration capacity of heart rate as a predictor of mortality after myocardial infarction: cohort study. Lancet 2006, 367(9523):1674-1681. 10.1016/S0140-6736(06)68735-7, 16714188.
    • (2006) Lancet , vol.367 , Issue.9523 , pp. 1674-1681
    • Bauer, A.1    Kantelhardt, J.W.2    Barthel, P.3    Schneider, R.4    Mäkikallio, T.5    Ulm, K.6    Hnatkova, K.7    Schömig, A.8    Huikuri, H.9    Bunde, A.10
  • 15
    • 84875030336 scopus 로고    scopus 로고
    • On the parameter optimization of Support Vector Machines for binary classification
    • Gaspar P, Carbonell J, Oliveira JL. On the parameter optimization of Support Vector Machines for binary classification. J Integr Bioinform 2012, 9(3):201.
    • (2012) J Integr Bioinform , vol.9 , Issue.3 , pp. 201
    • Gaspar, P.1    Carbonell, J.2    Oliveira, J.L.3
  • 16
    • 79960740340 scopus 로고    scopus 로고
    • Quantitative prediction of acute ischemic tissue fate using support vector machine
    • 3144979, 21741624
    • Huang S, Shen Q, Duong TQ. Quantitative prediction of acute ischemic tissue fate using support vector machine. Brain Res 2011, 1405:77-84. 3144979, 21741624.
    • (2011) Brain Res , vol.1405 , pp. 77-84
    • Huang, S.1    Shen, Q.2    Duong, T.Q.3
  • 17
    • 84868026028 scopus 로고    scopus 로고
    • How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis
    • Vihinen M. How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis. BMC Genomics 2012, 13(Suppl 4):S2.
    • (2012) BMC Genomics , vol.13 , Issue.SUPPL.4
    • Vihinen, M.1
  • 18
    • 0026599770 scopus 로고
    • Autonomic nervous system and sudden cardiac death. Experimental basis and clinical observations for post-myocardial infarction risk stratification
    • Schwartz P, La Rovere M, Vanoli E. Autonomic nervous system and sudden cardiac death. Experimental basis and clinical observations for post-myocardial infarction risk stratification. Circulation 1992, 85(1 Suppl):I77.
    • (1992) Circulation , vol.85 , Issue.1 SUPPL..
    • Schwartz, P.1    La Rovere, M.2    Vanoli, E.3
  • 19
    • 33845640586 scopus 로고    scopus 로고
    • New perspectives on the role of autonomic nervous system in the genesis of arrhythmias
    • Chen LS, Zhou S, Fishbein MC, CHEN PS. New perspectives on the role of autonomic nervous system in the genesis of arrhythmias. J Cardiovasc Electrophysiol 2007, 18(1):123-127.
    • (2007) J Cardiovasc Electrophysiol , vol.18 , Issue.1 , pp. 123-127
    • Chen, L.S.1    Zhou, S.2    Fishbein, M.C.3    CHEN, P.S.4
  • 20
    • 0032515622 scopus 로고    scopus 로고
    • Baroreflex sensitivity and heart-rate variability in prediction of total cardiac mortality after myocardial infarction. ATRAMI (Autonomic Tone and Reflexes After Myocardial Infarction) Investigators
    • 10.1016/S0140-6736(97)11144-8, 9482439
    • La Rovere MT, Bigger JT, Marcus FI, Mortara A, Schwartz PJ. Baroreflex sensitivity and heart-rate variability in prediction of total cardiac mortality after myocardial infarction. ATRAMI (Autonomic Tone and Reflexes After Myocardial Infarction) Investigators. Lancet 1998, 351(9101):478-484. 10.1016/S0140-6736(97)11144-8, 9482439.
    • (1998) Lancet , vol.351 , Issue.9101 , pp. 478-484
    • La Rovere, M.T.1    Bigger, J.T.2    Marcus, F.I.3    Mortara, A.4    Schwartz, P.J.5
  • 21
    • 79952768340 scopus 로고    scopus 로고
    • Hospital discharge risk score system for the assessment of clinical outcomes in patients with acute myocardial infarction (Korea Acute Myocardial Infarction Registry [KAMIR] score)
    • e961, 10.1016/j.amjcard.2010.11.018, 21256468
    • Kim HK, Jeong MH, Ahn Y, Kim JH, Chae SC, Kim YJ, Hur SH, Seong IW, Hong TJ, Choi DH. Hospital discharge risk score system for the assessment of clinical outcomes in patients with acute myocardial infarction (Korea Acute Myocardial Infarction Registry [KAMIR] score). Am J Cardiol 2011, 107(7):965-971. e961, 10.1016/j.amjcard.2010.11.018, 21256468.
    • (2011) Am J Cardiol , vol.107 , Issue.7 , pp. 965-971
    • Kim, H.K.1    Jeong, M.H.2    Ahn, Y.3    Kim, J.H.4    Chae, S.C.5    Kim, Y.J.6    Hur, S.H.7    Seong, I.W.8    Hong, T.J.9    Choi, D.H.10
  • 22
    • 70749126660 scopus 로고    scopus 로고
    • Usefulness of the Duke Sudden Cardiac Death risk score for predicting sudden cardiac death in patients with angiographic (>75% narrowing) coronary artery disease
    • 10.1016/j.amjcard.2009.07.042, 19962465
    • Atwater BD, Thompson VP, Vest RN, Shaw LK, Mazzei WR, Al-Khatib SM, Hranitzky PM, Bahnson TD, Velazquez EJ, Califf RM. Usefulness of the Duke Sudden Cardiac Death risk score for predicting sudden cardiac death in patients with angiographic (>75% narrowing) coronary artery disease. Am J Cardiol 2009, 104(12):1624-1630. 10.1016/j.amjcard.2009.07.042, 19962465.
    • (2009) Am J Cardiol , vol.104 , Issue.12 , pp. 1624-1630
    • Atwater, B.D.1    Thompson, V.P.2    Vest, R.N.3    Shaw, L.K.4    Mazzei, W.R.5    Al-Khatib, S.M.6    Hranitzky, P.M.7    Bahnson, T.D.8    Velazquez, E.J.9    Califf, R.M.10
  • 23
    • 84874249358 scopus 로고    scopus 로고
    • Automated authorship attribution using advanced signal classification techniques
    • 10.1371/journal.pone.0054998, 3577839, 23437047
    • Ebrahimpour M, Putniņš TJ, Berryman MJ, Allison A, Ng BW-H, Abbott D. Automated authorship attribution using advanced signal classification techniques. PLoS One 2013, 8(2):e54998. 10.1371/journal.pone.0054998, 3577839, 23437047.
    • (2013) PLoS One , vol.8 , Issue.2
    • Ebrahimpour, M.1    Putniņš, T.J.2    Berryman, M.J.3    Allison, A.4    Ng, B.W.-H.5    Abbott, D.6
  • 24
    • 79953244923 scopus 로고    scopus 로고
    • High prevalence of cardiac autonomic dysfunction and T-wave alternans in dialysis patients
    • 10.1016/j.hrthm.2010.11.041, 21126602
    • Secemsky EA, Verrier RL, Cooke G, Ghossein C, Subacius H, Manuchehry A, Herzog CA, Passman R. High prevalence of cardiac autonomic dysfunction and T-wave alternans in dialysis patients. Heart Rhythm 2011, 8(4):592-598. 10.1016/j.hrthm.2010.11.041, 21126602.
    • (2011) Heart Rhythm , vol.8 , Issue.4 , pp. 592-598
    • Secemsky, E.A.1    Verrier, R.L.2    Cooke, G.3    Ghossein, C.4    Subacius, H.5    Manuchehry, A.6    Herzog, C.A.7    Passman, R.8
  • 25
    • 43749093001 scopus 로고    scopus 로고
    • Development and evaluation of classifiers
    • 10.1007/978-1-59745-530-5_6, 18450047
    • Alonzo T, Pepe M. Development and evaluation of classifiers. Methods Mol Biol 2007, 404:89. 10.1007/978-1-59745-530-5_6, 18450047.
    • (2007) Methods Mol Biol , vol.404 , pp. 89
    • Alonzo, T.1    Pepe, M.2
  • 26
    • 84855798124 scopus 로고    scopus 로고
    • Nonlinear heart rate dynamics: circadian profile and influence of age and gender
    • 10.1016/j.medengphy.2011.07.004, 21852176
    • Vandeput S, Verheyden B, Aubert A, Van Huffel S. Nonlinear heart rate dynamics: circadian profile and influence of age and gender. Med Eng Phys 2012, 34(1):108-117. 10.1016/j.medengphy.2011.07.004, 21852176.
    • (2012) Med Eng Phys , vol.34 , Issue.1 , pp. 108-117
    • Vandeput, S.1    Verheyden, B.2    Aubert, A.3    Van Huffel, S.4
  • 27
    • 84857644866 scopus 로고    scopus 로고
    • Average T-wave alternans activity in ambulatory ECG records predicts sudden cardiac death in patients with chronic heart failure
    • 10.1016/j.hrthm.2011.10.027, 22024149
    • Monasterio V, Laguna P, Cygankiewicz I, Vázquez R, Bayés-Genís A, Bayés de Luna A, Martínez JP. Average T-wave alternans activity in ambulatory ECG records predicts sudden cardiac death in patients with chronic heart failure. Heart Rhythm 2012, 9(3):383-389. 10.1016/j.hrthm.2011.10.027, 22024149.
    • (2012) Heart Rhythm , vol.9 , Issue.3 , pp. 383-389
    • Monasterio, V.1    Laguna, P.2    Cygankiewicz, I.3    Vázquez, R.4    Bayés-Genís, A.5    Bayés de Luna, A.6    Martínez, J.P.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.