메뉴 건너뛰기




Volumn 56, Issue 12, 2011, Pages 3664-3671

Prediction of severe acute pancreatitis using classification and regression tree analysis

Author keywords

Acute pancreatitis; Decision tree; Predictors; Sensitivity and specificity; Severity

Indexed keywords

ACUTE PANCREATITIS; ADULT; AGED; APACHE; ARTICLE; CALCIUM BLOOD LEVEL; CLASSIFICATION AND REGRESSION TREE ANALYSIS; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DIAGNOSTIC VALUE; DISEASE SEVERITY; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; OUTCOME ASSESSMENT; PLEURA EFFUSION; POTASSIUM BLOOD LEVEL; PREDICTIVE VALUE; PRIORITY JOURNAL; RANDOM SAMPLE; RECEIVER OPERATING CHARACTERISTIC; REGRESSION ANALYSIS; SCORING SYSTEM; SENSITIVITY AND SPECIFICITY; SODIUM BLOOD LEVEL; SYSTEMIC INFLAMMATORY RESPONSE SYNDROME; UREA NITROGEN BLOOD LEVEL; ACUTE HEMORRHAGIC PANCREATITIS; CLASSIFICATION; COMPARATIVE STUDY; FOLLOW UP; HOSPITALIZATION; MIDDLE AGED; RETROSPECTIVE STUDY;

EID: 84856187207     PISSN: 01632116     EISSN: 15732568     Source Type: Journal    
DOI: 10.1007/s10620-011-1849-x     Document Type: Article
Times cited : (44)

References (26)
  • 2
    • 56549084238 scopus 로고    scopus 로고
    • The early prediction of mortality in acute pancreatitis: A large population-based study
    • Wu BU, Johannes RS, Sun X, Tabak Y, Conwell DL, Banks PA. The early prediction of mortality in acute pancreatitis: a large population-based study. Gut. 2008;57:1698-1703.
    • (2008) Gut. , vol.57 , pp. 1698-1703
    • Wu, B.U.1    Johannes, R.S.2    Sun, X.3    Tabak, Y.4    Conwell, D.L.5    Banks, P.A.6
  • 4
    • 33644656657 scopus 로고    scopus 로고
    • Applying Ockham's razor to pancreatitis prognostication: A four-variable predictive model
    • DOI 10.1097/01.sla.0000202213.22389.36
    • Spitzer AL, Barcia AM, Schell MT, Barber A, Norman J, Grendell J, et al. Applying Ockham's razor to pancreatitis prognostication: a four-variable predictive model. Ann Surg. 2006;243:380-388. (Pubitemid 43327771)
    • (2006) Annals of Surgery , vol.243 , Issue.3 , pp. 380-388
    • Spitzer, A.L.1    Barcia, A.M.2    Schell, M.T.3    Barber, A.4    Norman, J.5    Grendell, J.6    Harris, H.W.7
  • 6
    • 33745713279 scopus 로고    scopus 로고
    • Admission serum glucose level: An accurate predictor of outcome in gallstone pancreatitis
    • DOI 10.1097/01.mpa.0000222315.36490.9b, PII 0000667620060700000004
    • Rajaratnam SG, Martin IG. Admission serum glucose level: an accurate predictor of outcome in gallstone pancreatitis. Pancreas. 2006;33:27-30. (Pubitemid 43995336)
    • (2006) Pancreas , vol.33 , Issue.1 , pp. 27-30
    • Rajaratnam, S.G.1    Martin, I.G.2
  • 7
    • 79952961945 scopus 로고    scopus 로고
    • Prediction of large esophageal varices in cirrhotic patients using classification and regression tree analysis
    • Hong WD, Dong LM, Jiang ZC, Zhu QH, Jin SQ. Prediction of large esophageal varices in cirrhotic patients using classification and regression tree analysis. Clinics (Sao Paulo, Brazil). 2011;66:119-124.
    • (2011) Clinics (Sao Paulo, Brazil). , vol.66 , pp. 119-124
    • Hong, W.D.1    Dong, L.M.2    Jiang, Z.C.3    Zhu, Q.H.4    Jin, S.Q.5
  • 8
    • 70350193318 scopus 로고    scopus 로고
    • Predicting early mortality after acute variceal hemorrhage based on classification and regression tree analysis
    • Augustin S, Muntaner L, Altamirano JT, González A, Saperas E, Dot J, et al. Predicting early mortality after acute variceal hemorrhage based on classification and regression tree analysis. Clin Gastroenterol Hepatol. 2009;7:1347-1354.
    • (2009) Clin Gastroenterol Hepatol. , vol.7 , pp. 1347-1354
    • Augustin, S.1    Muntaner, L.2    Altamirano, J.T.3    González, A.4    Saperas, E.5    Dot, J.6
  • 9
    • 0027254390 scopus 로고
    • A clinically based classification system for acute pancreatitis. Summary of the International Symposium on Acute Pancreatitis, Atlanta, GA, September 11 through 13, 1992
    • Bradley EL 3rd. A clinically based classification system for acute pancreatitis. Summary of the International Symposium on Acute Pancreatitis, Atlanta, GA, September 11 through 13, 1992. Arch Surg. 1993;128:586-590.
    • (1993) Arch Surg. , vol.128 , pp. 586-590
    • Bradley Iii, E.L.1
  • 10
    • 69949174318 scopus 로고    scopus 로고
    • Development and validation of a risk score for post-infectious irritable bowel syndrome
    • Thabane M, Simunovic M, Akhtar-Danesh N, Marshall JK. Development and validation of a risk score for post-infectious irritable bowel syndrome. Am J Gastroenterol. 2009;104: 2267-2274.
    • (2009) Am J Gastroenterol. , vol.104 , pp. 2267-2274
    • Thabane, M.1    Simunovic, M.2    Akhtar-Danesh, N.3    Marshall, J.K.4
  • 11
    • 77954369987 scopus 로고    scopus 로고
    • A predictive model of response to peginterferon ribavirin in chronic hepatitis C using classification and regression tree analysis
    • Kurosaki M, Matsunaga K, Hirayama I, Tanaka T, Sato M, Yasui Y, et al. A predictive model of response to peginterferon ribavirin in chronic hepatitis C using classification and regression tree analysis. Hepatol Res. 2010;40:251-260.
    • (2010) Hepatol Res. , vol.40 , pp. 251-260
    • Kurosaki, M.1    Matsunaga, K.2    Hirayama, I.3    Tanaka, T.4    Sato, M.5    Yasui, Y.6
  • 12
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach
    • DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44: 837-845.
    • (1988) Biometrics. , vol.44 , pp. 837-845
    • Delong, E.R.1    Delong, D.M.2    Clarke-Pearson, D.L.3
  • 13
    • 63549147842 scopus 로고    scopus 로고
    • Predictors of esophageal varices in patients with HBVrelated cirrhosis: A retrospective study
    • Hong WD, Zhu QH, Huang ZM, Chen XR, Jiang ZC, Xu SH, et al. Predictors of esophageal varices in patients with HBVrelated cirrhosis: a retrospective study. BMC Gastroenterol. 2009;9:11.
    • (2009) BMC Gastroenterol. , vol.9 , pp. 11
    • Hong, W.D.1    Zhu, Q.H.2    Huang, Z.M.3    Chen, X.R.4    Jiang, Z.C.5    Xu, S.H.6
  • 15
    • 34250806539 scopus 로고    scopus 로고
    • The Pancreatitis Outcome Prediction (POP) Score: A new prognostic index for patients with severe acute pancreatitis
    • DOI 10.1097/01.CCM.0000269031.13283.C8
    • Harrison DA, D'Amico G, Singer M. The pancreatitis outcome prediction (POP) score: a new prognostic index for patients with severe acute pancreatitis. Crit Care Med. 2007;35:1703-1708. (Pubitemid 46985873)
    • (2007) Critical Care Medicine , vol.35 , Issue.7 , pp. 1703-1708
    • Harrison, D.A.1    D'Amico, G.2    Singer, M.3
  • 16
    • 0029933420 scopus 로고    scopus 로고
    • Ascites, pleural, and pericardial effusions in acute pancreatitis. A prospective study of incidence, natural history, and prognostic role
    • Maringhini A, Ciambra M, Patti R, Randazzo MA, Dardanoni G, Mancuso L, et al. Ascites, pleural, and pericardial effusions in acute pancreatitis. A prospective study of incidence, natural history, and prognostic role. Dig Dis Sci. 1996;41:848-852.
    • (1996) Dig Dis Sci. , vol.41 , pp. 848-852
    • Maringhini, A.1    Ciambra, M.2    Patti, R.3    Randazzo, M.A.4    Dardanoni, G.5    Mancuso, L.6
  • 17
    • 33847153053 scopus 로고    scopus 로고
    • Extrapancreatic inflammation on abdominal computed tomography as an early predictor of disease severity in acute pancreatitis: Evaluation of a new scoring system
    • DOI 10.1097/mpa.0b013e31802d4136, PII 0000667620070300000003
    • De Waele JJ, Delrue L, Hoste EA, De Vos M, Duyck P, Colardyn FA. Extrapancreatic inflammation on abdominal computed tomography as an early predictor of disease severity in acute pancreatitis: evaluation of a new scoring system. Pancreas. 2007; 34:185-190. (Pubitemid 46294793)
    • (2007) Pancreas , vol.34 , Issue.2 , pp. 185-190
    • De Waele, J.J.1    Delrue, L.2    Hoste, E.A.3    De Vos, M.4    Duyck, P.5    Colardyn, F.A.6
  • 19
    • 34548816175 scopus 로고    scopus 로고
    • The Panc 3 score: A rapid and accurate test for predicting severity on presentation in acute pancreatitis
    • DOI 10.1097/01.mcg.0000248005.73075.e4, PII 0000483620071000000010
    • Brown A, James-Stevenson T, Dyson T, Grunkenmeier D. The panc 3 score: a rapid and accurate test for predicting severity on presentation in acute pancreatitis. J Clin Gastroenterol. 2007;41:855-858. (Pubitemid 47442712)
    • (2007) Journal of Clinical Gastroenterology , vol.41 , Issue.9 , pp. 855-858
    • Brown, A.1    James-Stevenson, T.2    Dyson, T.3    Grunkenmeier, D.4
  • 22
    • 33745088363 scopus 로고    scopus 로고
    • Association between early systemic inflammatory response, severity of multiorgan dysfunction and death in acute pancreatitis
    • DOI 10.1002/bjs.5290
    • Mofidi R, Duff MD, Wigmore SJ, Madhavan KK, Garden OJ, Parks RW. Association between early systemic inflammatory response, severity of multiorgan dysfunction and death in acute pancreatitis. Br J Surg. 2006;93:738-744. (Pubitemid 43886028)
    • (2006) British Journal of Surgery , vol.93 , Issue.6 , pp. 738-744
    • Mofidi, R.1    Duff, M.D.2    Wigmore, S.J.3    Madhavan, K.K.4    Garden, O.J.5    Parks, R.W.6
  • 23
    • 73849149854 scopus 로고    scopus 로고
    • Classification of the severity of acute pancreatitis: How many categories make sense?
    • Petrov MS, Windsor JA. Classification of the severity of acute pancreatitis: how many categories make sense? Am J Gastroenterol. 2010;105:74-76.
    • (2010) Am J Gastroenterol. , vol.105 , pp. 74-76
    • Petrov, M.S.1    Windsor, J.A.2
  • 25
    • 61949171682 scopus 로고    scopus 로고
    • Low mortality and high morbidity in severe acute pancreatitis without organ failure: A case for revising the Atlanta classification to include ''moderately severe acute pancreatitis''
    • Vege SS, Gardner TB, Chari ST, Munukuti P, Pearson RK, Clain JE, et al. Low mortality and high morbidity in severe acute pancreatitis without organ failure: a case for revising the Atlanta classification to include ''moderately severe acute pancreatitis''. Am J Gastroenterol. 2009;104:710-715.
    • (2009) Am J Gastroenterol. , vol.104 , pp. 710-715
    • Vege, S.S.1    Gardner, T.B.2    Chari, S.T.3    Munukuti, P.4    Pearson, R.K.5    Clain, J.E.6
  • 26
    • 77956156809 scopus 로고    scopus 로고
    • Organ failure and infection of pancreatic necrosis as determinants of mortality in patients with acute pancreatitis
    • Petrov MS, Shanbhag S, Chakraborty M, Phillips AR, Windsor JA. Organ failure and infection of pancreatic necrosis as determinants of mortality in patients with acute pancreatitis. Gastroenterology. 2010;139:813-820.
    • (2010) Gastroenterology. , vol.139 , pp. 813-820
    • Petrov, M.S.1    Shanbhag, S.2    Chakraborty, M.3    Phillips, A.R.4    Windsor, J.A.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.