메뉴 건너뛰기




Volumn 39, Issue , 2017, Pages 124-130

Predicting the incidence of portosplenomesenteric vein thrombosis in patients with acute pancreatitis using classification and regression tree algorithm

Author keywords

Decision tree; Logistic regression; Pancreatitis; Predicting; Thrombosis

Indexed keywords

ACUTE PANCREATITIS; ADULT; ALGORITHM; AREA UNDER THE CURVE; ARTICLE; CLASSIFICATION AND REGRESSION TREE ALGORITHM; CONTROLLED STUDY; DISEASE ASSOCIATION; FEMALE; HOSPITAL ADMISSION; HUMAN; INFORMED CONSENT; MAJOR CLINICAL STUDY; MALE; MEASUREMENT ACCURACY; MESENTERIC VEIN THROMBOSIS; PORTOSPLENOMESENTERIC VEIN THROMBOSIS; PREDICTION; PREDICTIVE VALUE; PROTHROMBIN TIME; RECEIVER OPERATING CHARACTERISTIC; SENSITIVITY AND SPECIFICITY; ACUTE DISEASE; AGED; APACHE; COMPLICATION; DECISION TREE; HEPATIC PORTAL VEIN; HOSPITALIZATION; INCIDENCE; MESENTERIC VEIN; METABOLISM; MIDDLE AGED; PANCREATITIS; PROCEDURES; RISK ASSESSMENT; SPLENIC VEIN; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA; VEIN THROMBOSIS;

EID: 85017639971     PISSN: 08839441     EISSN: 15578615     Source Type: Journal    
DOI: 10.1016/j.jcrc.2017.02.019     Document Type: Article
Times cited : (28)

References (37)
  • 1
    • 81255160983 scopus 로고    scopus 로고
    • Natural history of pancreatitis-induced splenic vein thrombosis: a systematic reviewand meta-analysis of its incidence and rate of gastrointestinal bleeding
    • [1] Butler, J.R., Eckert, G.J., Zyromski, N.J., Leonardi, M.J., Lillemoe, K.D., Howard, T.J., Natural history of pancreatitis-induced splenic vein thrombosis: a systematic reviewand meta-analysis of its incidence and rate of gastrointestinal bleeding. HPB(Oxford) 13 (2011), 839–845.
    • (2011) HPB(Oxford) , vol.13 , pp. 839-845
    • Butler, J.R.1    Eckert, G.J.2    Zyromski, N.J.3    Leonardi, M.J.4    Lillemoe, K.D.5    Howard, T.J.6
  • 2
    • 2442677920 scopus 로고    scopus 로고
    • The natural history of pancreatitis-induced splenic vein thrombosis
    • [2] Heider, T.R., Azeem, S., Galanko, J.A., Behrns, K.E., The natural history of pancreatitis-induced splenic vein thrombosis. Ann Surg 239 (2004), 876–880.
    • (2004) Ann Surg , vol.239 , pp. 876-880
    • Heider, T.R.1    Azeem, S.2    Galanko, J.A.3    Behrns, K.E.4
  • 3
    • 0033864563 scopus 로고    scopus 로고
    • Vascular complication in acute pancreatitis assessed by color duplex ultrasonography
    • [3] Dörffel, T., Wruck, T., Rukert, R.I., Romaniuk, P., Dorffel, O., Wermke, W., Vascular complication in acute pancreatitis assessed by color duplex ultrasonography. Pancreas 21 (2002), 126–133.
    • (2002) Pancreas , vol.21 , pp. 126-133
    • Dörffel, T.1    Wruck, T.2    Rukert, R.I.3    Romaniuk, P.4    Dorffel, O.5    Wermke, W.6
  • 4
    • 34247269736 scopus 로고    scopus 로고
    • Left-sided portal hypertension
    • [4] Koklu, S., Coban, S., Yuksel, O., Arhan, M., Left-sided portal hypertension. Dig Dis Sci 52 (2007), 1141–1149.
    • (2007) Dig Dis Sci , vol.52 , pp. 1141-1149
    • Koklu, S.1    Coban, S.2    Yuksel, O.3    Arhan, M.4
  • 5
    • 84958745882 scopus 로고    scopus 로고
    • The risk of a first and a recurrent venous thrombosis associated with an elevated D-dimerlevel and an elevated thrombin potential: results of the THE-VTE study: comment
    • [5] Tripodi, A., Legnani, C., Palareti, G., The risk of a first and a recurrent venous thrombosis associated with an elevated D-dimerlevel and an elevated thrombin potential: results of the THE-VTE study: comment. J Thromb Haemost 13 (2015), 2283–2286.
    • (2015) J Thromb Haemost , vol.13 , pp. 2283-2286
    • Tripodi, A.1    Legnani, C.2    Palareti, G.3
  • 6
    • 71749099111 scopus 로고    scopus 로고
    • Early systemic inflammatory response syndrome is associated with severe acute pancreatitis
    • [6] Singh, V.K., Wu, B.U., Bollen, T.L., Repas, K., Maurer, R., Mortele, K.J., Early systemic inflammatory response syndrome is associated with severe acute pancreatitis. Clin Gastroenterol Hepatol 7 (2009), 1247–1251.
    • (2009) Clin Gastroenterol Hepatol , vol.7 , pp. 1247-1251
    • Singh, V.K.1    Wu, B.U.2    Bollen, T.L.3    Repas, K.4    Maurer, R.5    Mortele, K.J.6
  • 7
    • 84955196384 scopus 로고    scopus 로고
    • Comorbid risks of deep vein thrombosis and pulmonary thrombo- embolism in patients with chronic pancreatitis: a nationwide cohort study
    • [7] Chung, W.S., Lin, C.L., Comorbid risks of deep vein thrombosis and pulmonary thrombo- embolism in patients with chronic pancreatitis: a nationwide cohort study. J Thromb Haemost 14 (2016), 98–104.
    • (2016) J Thromb Haemost , vol.14 , pp. 98-104
    • Chung, W.S.1    Lin, C.L.2
  • 8
    • 84973165927 scopus 로고    scopus 로고
    • Evaluation of the value of D-dimer, P-selectin, and platelet count for prediction of portal vein thrombosis after devascularization
    • [8] Fei, Y., Zong, G.Q., Chen, J., Liu, R.M., Evaluation of the value of D-dimer, P-selectin, and platelet count for prediction of portal vein thrombosis after devascularization. Clin Appl Thromb Hemost 22 (2016), 471–475.
    • (2016) Clin Appl Thromb Hemost , vol.22 , pp. 471-475
    • Fei, Y.1    Zong, G.Q.2    Chen, J.3    Liu, R.M.4
  • 9
    • 85137487254 scopus 로고    scopus 로고
    • Introduction to computational intelligence techniques and areas of their applications in medicine
    • [9] Niknejad, A., Petrovic, D., Introduction to computational intelligence techniques and areas of their applications in medicine. Med Appl Artif Intell, 51-55, 2013.
    • (2013) Med Appl Artif Intell , vol.51-55
    • Niknejad, A.1    Petrovic, D.2
  • 10
  • 11
    • 77953607621 scopus 로고    scopus 로고
    • Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression
    • [11] Daniel, W., Justin, L., Michele, J.F., Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression. J Clin Epidemiol 63 (2010), 826–833.
    • (2010) J Clin Epidemiol , vol.63 , pp. 826-833
    • Daniel, W.1    Justin, L.2    Michele, J.F.3
  • 14
    • 84921671055 scopus 로고    scopus 로고
    • Applying decision tree for identification of a low risk population for type 2 diabetes. Tehran lipid and glucose study
    • [14] Ramezankhani, A., Pournik, O., Shahrabi, J., Khalili, D., Azizi, F., Hadaegh, F., Applying decision tree for identification of a low risk population for type 2 diabetes. Tehran lipid and glucose study. Diabetes Res Clin Pract 105 (2014), 391–398.
    • (2014) Diabetes Res Clin Pract , vol.105 , pp. 391-398
    • Ramezankhani, A.1    Pournik, O.2    Shahrabi, J.3    Khalili, D.4    Azizi, F.5    Hadaegh, F.6
  • 15
    • 56149095857 scopus 로고    scopus 로고
    • A comparison of a decision tree induction algorithm with the ACS guidelines for trauma triage
    • [15] Talbert, S., Talbert, D.A., A comparison of a decision tree induction algorithm with the ACS guidelines for trauma triage. AMIA Annu Symp Proc, 11, 2007, 1127.
    • (2007) AMIA Annu Symp Proc , vol.11 , pp. 1127
    • Talbert, S.1    Talbert, D.A.2
  • 16
    • 84865566398 scopus 로고    scopus 로고
    • Sequential decision tree using the analytic hierarchy process for decision support in rectal cancer
    • [16] Suner, A., Çelikoğlu, C.C., Dicle, O., Sökmen, S., Sequential decision tree using the analytic hierarchy process for decision support in rectal cancer. Artif Intell Med 56 (2012), 59–68.
    • (2012) Artif Intell Med , vol.56 , pp. 59-68
    • Suner, A.1    Çelikoğlu, C.C.2    Dicle, O.3    Sökmen, S.4
  • 17
    • 84923163545 scopus 로고    scopus 로고
    • CorRECTreatment: a web-based decision support tool for rectal cancer treatment that uses the analytic hierarchy process and decision tree
    • [17] Suner, A., Karakülah, G., Dicle, O., Sökmen, S., Çelikoğlu, C.C., CorRECTreatment: a web-based decision support tool for rectal cancer treatment that uses the analytic hierarchy process and decision tree. Appl Clin Inform 6 (2015), 56–74.
    • (2015) Appl Clin Inform , vol.6 , pp. 56-74
    • Suner, A.1    Karakülah, G.2    Dicle, O.3    Sökmen, S.4    Çelikoğlu, C.C.5
  • 18
    • 55049120549 scopus 로고    scopus 로고
    • Pesticides in urban multiunit dwellings: hazard identification using classification and regression tree (CART) analysis
    • [18] Julien, R., Levy, J.I., Adamkiewicz, G., Hauser, R., Spengler, J.D., Canales, R.A., et al. Pesticides in urban multiunit dwellings: hazard identification using classification and regression tree (CART) analysis. J Air Waste Manag Assoc 58 (2008), 1297–1302.
    • (2008) J Air Waste Manag Assoc , vol.58 , pp. 1297-1302
    • Julien, R.1    Levy, J.I.2    Adamkiewicz, G.3    Hauser, R.4    Spengler, J.D.5    Canales, R.A.6
  • 19
    • 33748680159 scopus 로고    scopus 로고
    • Classification and regression trees (CART) theory and applications
    • [Master thesis] Humboldt University Berlin (Germany)
    • [19] Timofeev, R., Classification and regression trees (CART) theory and applications. [Master thesis], 2004, Humboldt University, Berlin (Germany), 7–8.
    • (2004) , pp. 7-8
    • Timofeev, R.1
  • 20
    • 84942026784 scopus 로고    scopus 로고
    • Using classification and regression trees (CART) and random forests to analyze attrition: results from two simulations
    • [20] Hayes, T., Usami, S., Jacobucci, R., McArdle, J.J., Using classification and regression trees (CART) and random forests to analyze attrition: results from two simulations. Psychol Aging 30 (2015), 911–929.
    • (2015) Psychol Aging , vol.30 , pp. 911-929
    • Hayes, T.1    Usami, S.2    Jacobucci, R.3    McArdle, J.J.4
  • 21
    • 33646517317 scopus 로고    scopus 로고
    • Boosted regression (boosting): an introductory tutorial and a Stata plugin
    • [21] Schonlau, M., Boosted regression (boosting): an introductory tutorial and a Stata plugin. Stata J 5 (2005), 330–354.
    • (2005) Stata J , vol.5 , pp. 330-354
    • Schonlau, M.1
  • 22
    • 84871172866 scopus 로고    scopus 로고
    • Classification of acute pancreatitis—2012: revision of the Atlanta classification and definitions by international consensus
    • [22] Banks, P.A., Bollen, T.L., Dervenis, C., Gooszen, H.G., Johnson, C.D., Sarr, M.G., Classification of acute pancreatitis—2012: revision of the Atlanta classification and definitions by international consensus. Gut 62 (2013), 102–111.
    • (2013) Gut , vol.62 , pp. 102-111
    • Banks, P.A.1    Bollen, T.L.2    Dervenis, C.3    Gooszen, H.G.4    Johnson, C.D.5    Sarr, M.G.6
  • 23
    • 84922427938 scopus 로고    scopus 로고
    • Risk factors and outcome of splanchnic venous thrombosis in patients with necrotizing acute pancreatitis
    • [23] Zhou, J., Ke, L., Tong, Z.H., Li, G., Li, W.Q., Li, N., et al. Risk factors and outcome of splanchnic venous thrombosis in patients with necrotizing acute pancreatitis. Thromb Res 135 (2015), 68–72.
    • (2015) Thromb Res , vol.135 , pp. 68-72
    • Zhou, J.1    Ke, L.2    Tong, Z.H.3    Li, G.4    Li, W.Q.5    Li, N.6
  • 24
    • 4544282629 scopus 로고    scopus 로고
    • Peripancreatic vascular abnormalities complicating acute pancreatitis: contrast-enhanced helical CT findings
    • [24] Mortelé, K.J., Mergo, P.J., Taylor, H.M., Wiesner, W., Cantisani, V., Ernst, M.D., et al. Peripancreatic vascular abnormalities complicating acute pancreatitis: contrast-enhanced helical CT findings. Eur J Radiol 52 (2004), 67–72.
    • (2004) Eur J Radiol , vol.52 , pp. 67-72
    • Mortelé, K.J.1    Mergo, P.J.2    Taylor, H.M.3    Wiesner, W.4    Cantisani, V.5    Ernst, M.D.6
  • 25
    • 0036098977 scopus 로고    scopus 로고
    • Acute pancreatitis: assessment of severity with clinical and CT evaluation
    • [25] Balthazar, E.J., Acute pancreatitis: assessment of severity with clinical and CT evaluation. Radiology 223 (2002), 603–613.
    • (2002) Radiology , vol.223 , pp. 603-613
    • Balthazar, E.J.1
  • 26
    • 0029131377 scopus 로고
    • Reversible superior mesenteric vein thrombosis in acute pancreatitis. The CT appearances
    • [26] Crowe, P.M., Sagar, G., Reversible superior mesenteric vein thrombosis in acute pancreatitis. The CT appearances. Clin Radiol 50 (1995), 628–633.
    • (1995) Clin Radiol , vol.50 , pp. 628-633
    • Crowe, P.M.1    Sagar, G.2
  • 28
    • 84910150164 scopus 로고    scopus 로고
    • Effects of selective double portazygous disconnection and devascularization on hemodynamics of the portal venous system
    • [28] Zong, G.Q., Fei, Y., Chen, J., LiuRM, XuYF, Effects of selective double portazygous disconnection and devascularization on hemodynamics of the portal venous system. Med Ultrason 16 (2014), 291–297.
    • (2014) Med Ultrason , vol.16 , pp. 291-297
    • Zong, G.Q.1    Fei, Y.2    Chen, J.3    LiuRM, X.4
  • 29
    • 84980347694 scopus 로고    scopus 로고
    • The role of decision tree representation in regression problems—an evolutionary perspective
    • [29] Czajkowski, M., Kretowski, M., The role of decision tree representation in regression problems—an evolutionary perspective. Appl Soft Comput 48 (2016), 458–475.
    • (2016) Appl Soft Comput , vol.48 , pp. 458-475
    • Czajkowski, M.1    Kretowski, M.2
  • 30
    • 84926300024 scopus 로고    scopus 로고
    • Application of decision tree algorithm for classification and identification of natural minerals using SEM-EDS
    • [30] Akkaş, E., Akin, L., Çubukçu, H.E., Artuner, H., Application of decision tree algorithm for classification and identification of natural minerals using SEM-EDS. Comput Geosci 80 (2015), 38–48.
    • (2015) Comput Geosci , vol.80 , pp. 38-48
    • Akkaş, E.1    Akin, L.2    Çubukçu, H.E.3    Artuner, H.4
  • 31
    • 84866002275 scopus 로고    scopus 로고
    • Decision-making model for early diagnosis of congestive heart failure using rough set and decision tree approaches
    • [31] Son, C.S., Kim, Y.N., Kim, H.S., Park, H.S., Kim, M.S., Decision-making model for early diagnosis of congestive heart failure using rough set and decision tree approaches. J Biomed Inform 45 (2012), 999–1008.
    • (2012) J Biomed Inform , vol.45 , pp. 999-1008
    • Son, C.S.1    Kim, Y.N.2    Kim, H.S.3    Park, H.S.4    Kim, M.S.5
  • 33
    • 84879122667 scopus 로고    scopus 로고
    • Decision tree of occupational lung cancer using classification and regression analysis
    • [33] Kim, T.W., Koh, D.H., Park, C.Y., Decision tree of occupational lung cancer using classification and regression analysis. Saf Health Work 2 (2010), 140–148.
    • (2010) Saf Health Work , vol.2 , pp. 140-148
    • Kim, T.W.1    Koh, D.H.2    Park, C.Y.3
  • 34
    • 84862207098 scopus 로고    scopus 로고
    • Prediction of axillary lymph node metastasis in primary breast cancer patients using a decision tree-based model
    • [34] Takada, M., Sugimoto, M., Naito, Y., Moon, H.G., Han, W., Noh, D.Y., et al. Prediction of axillary lymph node metastasis in primary breast cancer patients using a decision tree-based model. BMC Med Inform Decis Mak 13:12 (2012), 54–61.
    • (2012) BMC Med Inform Decis Mak , vol.13 , Issue.12 , pp. 54-61
    • Takada, M.1    Sugimoto, M.2    Naito, Y.3    Moon, H.G.4    Han, W.5    Noh, D.Y.6
  • 35
    • 84982728140 scopus 로고    scopus 로고
    • A tree-based incremental overlapping clustering method using the three-way decision theory
    • [35] Yu, H., Zhang, C., Wang, G.Y., A tree-based incremental overlapping clustering method using the three-way decision theory. Knowl-Based Syst 91 (2016), 189–203.
    • (2016) Knowl-Based Syst , vol.91 , pp. 189-203
    • Yu, H.1    Zhang, C.2    Wang, G.Y.3
  • 36
    • 0026563020 scopus 로고
    • Decision analysis in medicine
    • [36] Thornton, J.G., Lilford, R.J., Johnson, N., Decision analysis in medicine. BMJ 304 (1992), 1099–1103.
    • (1992) BMJ , vol.304 , pp. 1099-1103
    • Thornton, J.G.1    Lilford, R.J.2    Johnson, N.3
  • 37
    • 33745025230 scopus 로고    scopus 로고
    • Decision analysis in anaesthesia: a tool for developing and analysing clinical management plans
    • [37] Yentis, S.M., Decision analysis in anaesthesia: a tool for developing and analysing clinical management plans. Anaesthesia 61 (2006), 651–658.
    • (2006) Anaesthesia , vol.61 , pp. 651-658
    • Yentis, S.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.