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Volumn 32, Issue 5, 2017, Pages 333-338

External Validation of Two Classification and Regression Tree Models to Predict the Outcome of Inpatient Cardiopulmonary Resuscitation

Author keywords

cardiac arrest; cardiopulmonary resuscitation; classification and regression tree; clinical decision rule

Indexed keywords

ACCURACY; ADULT; AGED; ALGORITHM; AREA UNDER THE CURVE; ARTICLE; BRAIN FUNCTION; CLASSIFICATION AND REGRESSION TREE MODEL; CLINICAL DECISION MAKING; CLINICAL DECISION SUPPORT SYSTEM; CONTROLLED STUDY; DIAGNOSTIC TEST ACCURACY STUDY; FEMALE; HIGH RISK PATIENT; HOSPITAL PATIENT; HUMAN; LOW RISK PATIENT; MAJOR CLINICAL STUDY; MALE; MATHEMATICAL MODEL; PRIORITY JOURNAL; PROSPECTIVE STUDY; RECEIVER OPERATING CHARACTERISTIC; REGRESSION ANALYSIS; RESUSCITATION; TREATMENT OUTCOME; VALIDATION STUDY; DECISION SUPPORT SYSTEM; HEART ARREST; MIDDLE AGED; MORTALITY; PROCEDURES; STATISTICS AND NUMERICAL DATA;

EID: 85019134382     PISSN: 08850666     EISSN: 15251489     Source Type: Journal    
DOI: 10.1177/0885066616686924     Document Type: Article
Times cited : (17)

References (24)
  • 1
    • 80054891203 scopus 로고    scopus 로고
    • American Heart Association Get with the Guidelines-Resuscitation Investigators. Incidence of treated cardiac arrest in hospitalized patients in the United States
    • Merchant RM, Yang L, Becker LB, et al.American Heart Association Get With The Guidelines-Resuscitation Investigators. Incidence of treated cardiac arrest in hospitalized patients in the United States. Crit Care Med. 2011; 39 (11): 2401-2406.
    • (2011) Crit Care Med , vol.39 , Issue.11 , pp. 2401-2406
    • Merchant, R.M.1    Yang, L.2    Becker, L.B.3
  • 3
    • 84888319067 scopus 로고    scopus 로고
    • Get with the Guidelines-Resuscitation I. Development and validation of the Good Outcome Following Attempted Resuscitation (GO-FAR) score to predict neurologically intact survival after in-hospital cardiopulmonary resuscitation
    • Ebell MH, Jang W, Shen Y, Geocadin RG, Get With the Guidelines-Resuscitation I. Development and validation of the Good Outcome Following Attempted Resuscitation (GO-FAR) score to predict neurologically intact survival after in-hospital cardiopulmonary resuscitation. JAMA Intern Med. 2013; 173 (20): 1872-1878.
    • (2013) JAMA Intern Med , vol.173 , Issue.20 , pp. 1872-1878
    • Ebell, M.H.1    Jang, W.2    Shen, Y.3    Geocadin, R.G.4
  • 4
    • 72649085359 scopus 로고    scopus 로고
    • Cardiopulmonary resuscitation and do-not-resuscitate orders: A guide for clinicians
    • Loertscher L, Reed DA, Bannon MP, Mueller PS,. Cardiopulmonary resuscitation and do-not-resuscitate orders: a guide for clinicians. Am J Med. 2010; 123 (1): 4-9.
    • (2010) Am J Med , vol.123 , Issue.1 , pp. 4-9
    • Loertscher, L.1    Reed, D.A.2    Bannon, M.P.3    Mueller, P.S.4
  • 5
    • 0028091514 scopus 로고
    • Practical guidelines for do-not-resuscitate orders
    • 303 - 304
    • Ebell MH,. Practical guidelines for do-not-resuscitate orders. Am Fam Physician. 1994; 50 (6): 1293-1299, 303-304.
    • (1994) Am Fam Physician , vol.50 , Issue.6 , pp. 1293-1299
    • Ebell, M.H.1
  • 6
    • 84902272805 scopus 로고    scopus 로고
    • External validation of termination of resuscitation guidelines in the setting of intra-arrest cold saline, mechanical CPR, and comprehensive post resuscitation care
    • Diskin FJ, Camp-Rogers T, Peberdy MA, Ornato JP, Kurz MC,. External validation of termination of resuscitation guidelines in the setting of intra-arrest cold saline, mechanical CPR, and comprehensive post resuscitation care. Resuscitation. 2014; 85 (7): 910-914.
    • (2014) Resuscitation , vol.85 , Issue.7 , pp. 910-914
    • Diskin, F.J.1    Camp-Rogers, T.2    Peberdy, M.A.3    Ornato, J.P.4    Kurz, M.C.5
  • 7
    • 0028094755 scopus 로고
    • Prediction of failure to survive following in-hospital cardiopulmonary resuscitation: Comparison of two predictive instruments
    • O'Keeffe S, Ebell MH,. Prediction of failure to survive following in-hospital cardiopulmonary resuscitation: comparison of two predictive instruments. Resuscitation. 1994; 28 (1): 21-25.
    • (1994) Resuscitation , vol.28 , Issue.1 , pp. 21-25
    • O'Keeffe, S.1    Ebell, M.H.2
  • 8
    • 84907688973 scopus 로고    scopus 로고
    • Evaluation of pre-arrest morbidity score and prognosis after resuscitation score and other clinical variables associated with in-hospital cardiac arrest in southern Sweden
    • Ohlsson MA, Kennedy LM, Juhlin T, Melander O,. Evaluation of pre-arrest morbidity score and prognosis after resuscitation score and other clinical variables associated with in-hospital cardiac arrest in southern Sweden. Resuscitation. 2014; 85 (10): 1370-1374.
    • (2014) Resuscitation , vol.85 , Issue.10 , pp. 1370-1374
    • Ohlsson, M.A.1    Kennedy, L.M.2    Juhlin, T.3    Melander, O.4
  • 9
    • 0030967621 scopus 로고    scopus 로고
    • Failure of three decision rules to predict the outcome of in-hospital cardiopulmonary resuscitation
    • Ebell MH, Kruse JA, Smith M, Novak J, Drader-Wilcox J,. Failure of three decision rules to predict the outcome of in-hospital cardiopulmonary resuscitation. Med Decis Making. 1997; 17 (2): 171-177.
    • (1997) Med Decis Making , vol.17 , Issue.2 , pp. 171-177
    • Ebell, M.H.1    Kruse, J.A.2    Smith, M.3    Novak, J.4    Drader-Wilcox, J.5
  • 10
    • 0035023626 scopus 로고    scopus 로고
    • The use of classification and regression trees in clinical epidemiology
    • Marshall RJ,. The use of classification and regression trees in clinical epidemiology. J Clin Epidemiol. 2001; 54 (6): 603-609.
    • (2001) J Clin Epidemiol , vol.54 , Issue.6 , pp. 603-609
    • Marshall, R.J.1
  • 11
    • 84889244174 scopus 로고    scopus 로고
    • Prediction of survival to discharge following cardiopulmonary resuscitation using classification and regression trees
    • American Heart Association's Get With the Guidelines-Resuscitation (formerly National Registry of Cardiopulmonary Resuscitation) Investigators
    • Ebell MH, Afonso AM, Geocadin RG, American Heart Association's Get With the Guidelines-Resuscitation (formerly National Registry of Cardiopulmonary Resuscitation) Investigators. Prediction of survival to discharge following cardiopulmonary resuscitation using classification and regression trees. Crit Care Med. 2013; 41 (12): 2688-2697.
    • (2013) Crit Care Med , vol.41 , Issue.12 , pp. 2688-2697
    • Ebell, M.H.1    Afonso, A.M.2    Geocadin, R.G.3
  • 12
    • 84870029784 scopus 로고    scopus 로고
    • The use of classification and regression trees to predict the likelihood of seasonal influenza
    • Afonso AM, Ebell MH, Gonzales R, Stein J, Genton B, Senn N,. The use of classification and regression trees to predict the likelihood of seasonal influenza. Fam Pract. 2012; 29 (6): 671-677.
    • (2012) Fam Pract , vol.29 , Issue.6 , pp. 671-677
    • Afonso, A.M.1    Ebell, M.H.2    Gonzales, R.3    Stein, J.4    Genton, B.5    Senn, N.6
  • 13
    • 12844281204 scopus 로고    scopus 로고
    • Risk stratification for in-hospital mortality in acutely decompensated heart failure: Classification and regression tree analysis
    • Fonarow GC, Adams KF Jr, Abraham WT, et al. Risk stratification for in-hospital mortality in acutely decompensated heart failure: classification and regression tree analysis. JAMA. 2005; 293 (5): 572-580.
    • (2005) JAMA , vol.293 , Issue.5 , pp. 572-580
    • Fonarow, G.C.1    Adams, K.F.2    Abraham, W.T.3
  • 14
    • 34249949016 scopus 로고    scopus 로고
    • Cognitive assessment of older primary care patients with and without memory complaints
    • Lavery LL, Lu SY, Chang CC, Saxton J, Ganguli M,. Cognitive assessment of older primary care patients with and without memory complaints. J Gen Intern Med. 2007; 22 (7): 949-954.
    • (2007) J Gen Intern Med , vol.22 , Issue.7 , pp. 949-954
    • Lavery, L.L.1    Lu, S.Y.2    Chang, C.C.3    Saxton, J.4    Ganguli, M.5
  • 15
    • 0035962048 scopus 로고    scopus 로고
    • Validation of a clinical decision aid to discontinue in-hospital cardiac arrest resuscitations
    • van Walraven C, Forster AJ, Parish DC, et al. Validation of a clinical decision aid to discontinue in-hospital cardiac arrest resuscitations. JAMA. 2001; 285 (12): 1602-1606.
    • (2001) JAMA , vol.285 , Issue.12 , pp. 1602-1606
    • Van Walraven, C.1    Forster, A.J.2    Parish, D.C.3
  • 16
    • 0033601755 scopus 로고    scopus 로고
    • Derivation of a clinical decision rule for the discontinuation of in-hospital cardiac arrest resuscitations
    • van Walraven C, Forster AJ, Stiell IG,. Derivation of a clinical decision rule for the discontinuation of in-hospital cardiac arrest resuscitations. Arch Intern Med. 1999; 159 (2): 129-134.
    • (1999) Arch Intern Med , vol.159 , Issue.2 , pp. 129-134
    • Van Walraven, C.1    Forster, A.J.2    Stiell, I.G.3
  • 17
    • 20844441938 scopus 로고    scopus 로고
    • 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 Councils of Southern Africa; ILCOR Task Force on Cardiac Arrest and Cardiopulmonary Resuscitation Outcomes
    • . 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
    • Jacobs I, Nadkarni V, Bahr J, et al.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 Councils of Southern Africa; ILCOR Task Force on Cardiac Arrest and Cardiopulmonary Resuscitation Outcomes. 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 Councils of Southern Africa). Circulation. 2004; 110 (21): 3385-3397.
    • (2004) Circulation , vol.110 , Issue.21 , pp. 3385-3397
    • Jacobs, I.1    Nadkarni, V.2    Bahr, J.3
  • 18
    • 0042829280 scopus 로고    scopus 로고
    • Cardiopulmonary resuscitation of adults in the hospital: A report of 14720 cardiac arrests from the National Registry of Cardiopulmonary Resuscitation
    • Peberdy MA, Kaye W, Ornato JP, et al. Cardiopulmonary resuscitation of adults in the hospital: a report of 14720 cardiac arrests from the National Registry of Cardiopulmonary Resuscitation. Resuscitation. 2003; 58 (3): 297-308.
    • (2003) Resuscitation , vol.58 , Issue.3 , pp. 297-308
    • Peberdy, M.A.1    Kaye, W.2    Ornato, J.P.3
  • 19
    • 0007496511 scopus 로고
    • Cerebral resuscitation after cardiac arrest: A review
    • Safar P,. Cerebral resuscitation after cardiac arrest: a review. Circulation. 1986; 74 (6 pt 2): IV138-IV153.
    • (1986) Circulation , vol.74 , Issue.6 , pp. IV138-IV153
    • Safar, P.1
  • 20
    • 73849094087 scopus 로고    scopus 로고
    • Assessing the performance of prediction models: A framework for traditional and novel measures
    • Steyerberg EW, Vickers AJ, Cook NR, et al. Assessing the performance of prediction models: a framework for traditional and novel measures. Epidemiology. 2010; 21 (1): 128-138.
    • (2010) Epidemiology , vol.21 , Issue.1 , pp. 128-138
    • Steyerberg, E.W.1    Vickers, A.J.2    Cook, N.R.3
  • 21
    • 0037396875 scopus 로고    scopus 로고
    • 2001 SCCM/ESICM/ACCP/ATS/SIS International Sepsis Definitions Conference
    • Levy MM, Fink MP, Marshall JC, et al. 2001 SCCM/ESICM/ACCP/ATS/SIS International Sepsis Definitions Conference. Intensive Care Med. 2003; 29 (4): 530-538.
    • (2003) Intensive Care Med , vol.29 , Issue.4 , pp. 530-538
    • Levy, M.M.1    Fink, M.P.2    Marshall, J.C.3
  • 22
    • 84878878771 scopus 로고    scopus 로고
    • The impact of telemetry on survival of in-hospital cardiac arrests in non-critical care patients
    • Cleverley K, Mousavi N, Stronger L, et al. The impact of telemetry on survival of in-hospital cardiac arrests in non-critical care patients. Resuscitation. 2013; 84 (7): 878-882.
    • (2013) Resuscitation , vol.84 , Issue.7 , pp. 878-882
    • Cleverley, K.1    Mousavi, N.2    Stronger, L.3
  • 23
    • 84855661408 scopus 로고    scopus 로고
    • Development and validation of a clinical decision rule for the diagnosis of influenza
    • Ebell MH, Afonso AM, Gonzales R, Stein J, Genton B, Senn N,. Development and validation of a clinical decision rule for the diagnosis of influenza. J Am Board Fam Med. 2012; 25 (1): 55-62.
    • (2012) J Am Board Fam Med , vol.25 , Issue.1 , pp. 55-62
    • Ebell, M.H.1    Afonso, A.M.2    Gonzales, R.3    Stein, J.4    Genton, B.5    Senn, N.6


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