메뉴 건너뛰기




Volumn 7, Issue 1, 2012, Pages

Disease-free survival after hepatic resection in hepatocellular carcinoma patients: A prediction approach using artificial neural network

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ADULT; AREA UNDER THE CURVE; ARTICLE; ARTIFICIAL NEURAL NETWORK; CONTROLLED STUDY; DECISION SUPPORT SYSTEM; DECISION TREE; DISEASE FREE SURVIVAL; FACTUAL DATABASE; FEMALE; HUMAN; INTERMETHOD COMPARISON; LIVER CELL CARCINOMA; LIVER RESECTION; LOGISTIC REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; MALE; PREDICTION; RECEIVER OPERATING CHARACTERISTIC; AGED; LIVER; LIVER TUMOR; MIDDLE AGED; STATISTICAL MODEL; TREATMENT OUTCOME;

EID: 84855315952     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0029179     Document Type: Article
Times cited : (65)

References (45)
  • 2
    • 0036293243 scopus 로고    scopus 로고
    • Global control of hepatitis B virus infection
    • Kao JH, Chen DS, (2002) Global control of hepatitis B virus infection. The Lancet Infectious Diseases 2: 395-403.
    • (2002) The Lancet Infectious Diseases , vol.2 , pp. 395-403
    • Kao, J.H.1    Chen, D.S.2
  • 3
    • 84855336967 scopus 로고    scopus 로고
    • Taiwan Cancer Registry website
    • Available:. Accessed 2010
    • Taiwan Cancer Registry website. Available: http://crs.cph.ntu.edu.tw. Accessed 2010.
  • 4
    • 84855315207 scopus 로고    scopus 로고
    • Department of Health (Taiwan) website
    • Available: Accessed 2010
    • Department of Health (Taiwan) website. Available: http://www.doh.gov.tw Accessed 2010.
  • 5
    • 0033809358 scopus 로고    scopus 로고
    • Survival and recurrence after hepatic resection of 386 consecutive patients with hepatocellular carcinoma
    • Hanazaki K, Kajikawa S, Shimozawa N, Mihara M, Shimada K, et al. (2000) Survival and recurrence after hepatic resection of 386 consecutive patients with hepatocellular carcinoma. J of the American College of Surgeons 191: 381-388.
    • (2000) J of the American College of Surgeons , vol.191 , pp. 381-388
    • Hanazaki, K.1    Kajikawa, S.2    Shimozawa, N.3    Mihara, M.4    Shimada, K.5
  • 7
    • 65449150982 scopus 로고    scopus 로고
    • The effect of preoperative transarterial chemoembolization of resectable hepatocellular carcinoma on clinical and economic outcomes
    • Lee KT, Lu YW, Wang SN, Chen HY, Chuang SC, et al. (2009) The effect of preoperative transarterial chemoembolization of resectable hepatocellular carcinoma on clinical and economic outcomes. J of Surgical Oncology 99: 343-350.
    • (2009) J of Surgical Oncology , vol.99 , pp. 343-350
    • Lee, K.T.1    Lu, Y.W.2    Wang, S.N.3    Chen, H.Y.4    Chuang, S.C.5
  • 8
    • 0034671971 scopus 로고    scopus 로고
    • The effect of preoperative transcatheter hepatic arterial chemoembolization on disease-free survival after hepatectomy for hepatocellular carcinoma
    • Zhang Z, Liu Q, He J, Yang J, Yang G, et al. (2000) The effect of preoperative transcatheter hepatic arterial chemoembolization on disease-free survival after hepatectomy for hepatocellular carcinoma. Cancer 89: 2606-2612.
    • (2000) Cancer , vol.89 , pp. 2606-2612
    • Zhang, Z.1    Liu, Q.2    He, J.3    Yang, J.4    Yang, G.5
  • 9
    • 0038460305 scopus 로고    scopus 로고
    • Liver resection for hepatocellular carcinoma on cirrhosis univariate and multivariate analysis of risk factors for intrahepatic recurrence
    • Ercolani G, Grazi GL, Ravaioli M, Del Gaudio M, Gardini A, et al. (2003) Liver resection for hepatocellular carcinoma on cirrhosis univariate and multivariate analysis of risk factors for intrahepatic recurrence. Annals of Surgery 237: 536-543.
    • (2003) Annals of Surgery , vol.237 , pp. 536-543
    • Ercolani, G.1    Grazi, G.L.2    Ravaioli, M.3    Del Gaudio, M.4    Gardini, A.5
  • 10
    • 1542544508 scopus 로고    scopus 로고
    • Predictors of long-term disease-free survival after resection of hepatocellular carcinoma: two decades of experience at Chang Gung memorial hospital
    • Yeh CN, Lee WC, Chen MF, Tsay PK, (2003) Predictors of long-term disease-free survival after resection of hepatocellular carcinoma: two decades of experience at Chang Gung memorial hospital. Annals of Surgical Oncology 10: 916-921.
    • (2003) Annals of Surgical Oncology , vol.10 , pp. 916-921
    • Yeh, C.N.1    Lee, W.C.2    Chen, M.F.3    Tsay, P.K.4
  • 11
    • 0033969016 scopus 로고    scopus 로고
    • Neural network modeling for surgical decisions on traumatic brain injury patients
    • Li YC, Liu L, Chiu WT, Jian WS, (2000) Neural network modeling for surgical decisions on traumatic brain injury patients. Int J of Medical Informatics 57: 1-9.
    • (2000) Int J of Medical Informatics , vol.57 , pp. 1-9
    • Li, Y.C.1    Liu, L.2    Chiu, W.T.3    Jian, W.S.4
  • 12
    • 0035172391 scopus 로고    scopus 로고
    • Understanding birthing mode decision making using artificial neural networks
    • MacDowell M, Somoza E, Rothe K, Fry R, Brady K, et al. (2001) Understanding birthing mode decision making using artificial neural networks. Medical Decision Making 21: 433-443.
    • (2001) Medical Decision Making , vol.21 , pp. 433-443
    • MacDowell, M.1    Somoza, E.2    Rothe, K.3    Fry, R.4    Brady, K.5
  • 13
    • 0036988574 scopus 로고    scopus 로고
    • Artificial neural network analysis for predicting pathological stage of clinically localized prostate cancer in the Japanese population
    • Matsui Y, Egawa S, Tsukayama C, Terai A, Kuwao S, et al. (2002) Artificial neural network analysis for predicting pathological stage of clinically localized prostate cancer in the Japanese population. Japanese J of Clinical Oncology 32: 530-535.
    • (2002) Japanese J of Clinical Oncology , vol.32 , pp. 530-535
    • Matsui, Y.1    Egawa, S.2    Tsukayama, C.3    Terai, A.4    Kuwao, S.5
  • 14
    • 0038081320 scopus 로고    scopus 로고
    • Prognostic models in patients with non-small-cell lung cancer using artificial neural networks in comparison with logistic regression
    • Hanai T, Yatabe Y, Nakayama Y, Takahashi T, Honda H, et al. (2003) Prognostic models in patients with non-small-cell lung cancer using artificial neural networks in comparison with logistic regression. Cancer Science 94: 473-477.
    • (2003) Cancer Science , vol.94 , pp. 473-477
    • Hanai, T.1    Yatabe, Y.2    Nakayama, Y.3    Takahashi, T.4    Honda, H.5
  • 15
    • 7544231780 scopus 로고    scopus 로고
    • Comparison of hospital charge prediction models for colorectal cancer patients: neural network vs. decision tree models
    • Lee SM, Kang JO, Suh YM, (2004) Comparison of hospital charge prediction models for colorectal cancer patients: neural network vs. decision tree models. J of Korean Medical Science 19: 677-681.
    • (2004) J of Korean Medical Science , vol.19 , pp. 677-681
    • Lee, S.M.1    Kang, J.O.2    Suh, Y.M.3
  • 16
    • 26444610828 scopus 로고    scopus 로고
    • Applying an artificial neural network to predict total body water in hemodialysis patients
    • Chiu JS, Chong CF, Lin YF, Wu CC, Wang YF, et al. (2005) Applying an artificial neural network to predict total body water in hemodialysis patients. American J of Nephrology 25: 507-513.
    • (2005) American J of Nephrology , vol.25 , pp. 507-513
    • Chiu, J.S.1    Chong, C.F.2    Lin, Y.F.3    Wu, C.C.4    Wang, Y.F.5
  • 17
    • 33745447433 scopus 로고    scopus 로고
    • Predicting cardiovascular risk using creatinine clearance and an artificial neural network in primary hypertension
    • Viazzi F, Leoncini G, Sacchi G, Parodi D, Ratto E, et al. (2006) Predicting cardiovascular risk using creatinine clearance and an artificial neural network in primary hypertension. J of Hypertension 24: 1281-1286.
    • (2006) J of Hypertension , vol.24 , pp. 1281-1286
    • Viazzi, F.1    Leoncini, G.2    Sacchi, G.3    Parodi, D.4    Ratto, E.5
  • 20
    • 69749126033 scopus 로고    scopus 로고
    • Models for prediction of mortality from cirrhosis with special reference to artificial neural network: a critical review
    • Ghoshal UC, Das A, (2008) Models for prediction of mortality from cirrhosis with special reference to artificial neural network: a critical review. Hepatology International 2: 31-38.
    • (2008) Hepatology International , vol.2 , pp. 31-38
    • Ghoshal, U.C.1    Das, A.2
  • 21
    • 37349089341 scopus 로고    scopus 로고
    • Artificial neural network as a predictive instrument in patients with acute nonvariceal upper gastrointestinal hemorrhage
    • Das A, Ben-Menachem T, Farooq FT, Cooper GS, Chak A, et al. (2008) Artificial neural network as a predictive instrument in patients with acute nonvariceal upper gastrointestinal hemorrhage. Gastroenterology 134: 65-74.
    • (2008) Gastroenterology , vol.134 , pp. 65-74
    • Das, A.1    Ben-Menachem, T.2    Farooq, F.T.3    Cooper, G.S.4    Chak, A.5
  • 22
    • 67349199555 scopus 로고    scopus 로고
    • Prediction of periventricular leukomalacia. Part I: Selection of hemodynamic features using logistic regression and decision tree algorithms
    • Samanta B, Bird GL, Kuijpers M, Zimmerman RA, Jarvik GP, et al. (2009) Prediction of periventricular leukomalacia. Part I: Selection of hemodynamic features using logistic regression and decision tree algorithms. Artificial Intelligence in Medicine 46: 201-215.
    • (2009) Artificial Intelligence in Medicine , vol.46 , pp. 201-215
    • Samanta, B.1    Bird, G.L.2    Kuijpers, M.3    Zimmerman, R.A.4    Jarvik, G.P.5
  • 23
    • 77952430837 scopus 로고    scopus 로고
    • Preoperative prediction of hepatocellular carcinoma tumour grade and micro-vascular invasion by means of artificial neural network: a pilot study
    • Cucchetti A, Piscaglia F, Grigioni AD, Ravaioli M, Cescon M, et al. (2010) Preoperative prediction of hepatocellular carcinoma tumour grade and micro-vascular invasion by means of artificial neural network: a pilot study. J of Hepatology 52: 880-888.
    • (2010) J of Hepatology , vol.52 , pp. 880-888
    • Cucchetti, A.1    Piscaglia, F.2    Grigioni, A.D.3    Ravaioli, M.4    Cescon, M.5
  • 25
    • 0036319886 scopus 로고    scopus 로고
    • Comparison of prediction models for adverse outcome in pediatric meningococcal disease using artificial neural network and logistic regression analyses
    • Nguyen T, Malley R, Inkelis SH, Kuppermann N, (2002) Comparison of prediction models for adverse outcome in pediatric meningococcal disease using artificial neural network and logistic regression analyses. Journal of Clinical Epidemiology 55: 687-695.
    • (2002) Journal of Clinical Epidemiology , vol.55 , pp. 687-695
    • Nguyen, T.1    Malley, R.2    Inkelis, S.H.3    Kuppermann, N.4
  • 26
    • 15244347342 scopus 로고    scopus 로고
    • Comparison of artificial neural network and logistic regression models for prediction of mortality in head trauma based on initial clinical data
    • Eftekhar B, Mohammad K, Ardebili HE, Ghodsi M, Ketabchi E, (2005) Comparison of artificial neural network and logistic regression models for prediction of mortality in head trauma based on initial clinical data. BMC Medical Informatics and Decision Making 5: 3.
    • (2005) BMC Medical Informatics and Decision Making , vol.5 , pp. 3
    • Eftekhar, B.1    Mohammad, K.2    Ardebili, H.E.3    Ghodsi, M.4    Ketabchi, E.5
  • 27
    • 33947259345 scopus 로고    scopus 로고
    • Comparison of artificial neural networks with logistic regression in prediction of gallbladder disease among obese patients
    • Liew PL, Lee YC, Lin YC, Lee TS, Lee WJ, et al. (2007) Comparison of artificial neural networks with logistic regression in prediction of gallbladder disease among obese patients. Digestive and Liver Disease 39: 356-362.
    • (2007) Digestive and Liver Disease , vol.39 , pp. 356-362
    • Liew, P.L.1    Lee, Y.C.2    Lin, Y.C.3    Lee, T.S.4    Lee, W.J.5
  • 28
    • 33144466864 scopus 로고    scopus 로고
    • Tuning the structure and parameters of a neural network by using hybrid Taguchi-genetic algorithm
    • Tsai JT, Chou JH, Liu TK, (2006) Tuning the structure and parameters of a neural network by using hybrid Taguchi-genetic algorithm. IEEE Trans on Neural Networks 17: 69-80.
    • (2006) IEEE Trans on Neural Networks , vol.17 , pp. 69-80
    • Tsai, J.T.1    Chou, J.H.2    Liu, T.K.3
  • 30
    • 79151483835 scopus 로고    scopus 로고
    • Genetic-algorithm-based artificial neural network modeling for platelet transfusion requirements on acute myeloblastic leukemia patients
    • Ho WH, Chang CS, (2011) Genetic-algorithm-based artificial neural network modeling for platelet transfusion requirements on acute myeloblastic leukemia patients. Expert Systems With Applications 38: 6319-6323.
    • (2011) Expert Systems With Applications , vol.38 , pp. 6319-6323
    • Ho, W.H.1    Chang, C.S.2
  • 31
    • 79957987865 scopus 로고    scopus 로고
    • An ANFIS-based model for predicting adequacy of vancomycin regimen using improved genetic algorithm
    • Ho WH, Chen JX, Lee IN, Su HC, (2011) An ANFIS-based model for predicting adequacy of vancomycin regimen using improved genetic algorithm. Expert Systems With Applications 38: 13050-13056.
    • (2011) Expert Systems With Applications , vol.38 , pp. 13050-13056
    • Ho, W.H.1    Chen, J.X.2    Lee, I.N.3    Su, H.C.4
  • 33
    • 77954349450 scopus 로고    scopus 로고
    • Parameter identification of chaotic systems using improved differential evolution algorithm
    • Ho WH, Chou JH, Guo CY, (2010) Parameter identification of chaotic systems using improved differential evolution algorithm. Nonlinear Dynamics 61: 29-41.
    • (2010) Nonlinear Dynamics , vol.61 , pp. 29-41
    • Ho, W.H.1    Chou, J.H.2    Guo, C.Y.3
  • 35
    • 0041382897 scopus 로고    scopus 로고
    • External validity of predictive models: a comparison of logistic regression, classification trees, and neural networks
    • Terrina N, Schmida CH, Griffitha JL, D'Agostino RB, Selkera HP, (2003) External validity of predictive models: a comparison of logistic regression, classification trees, and neural networks. Journal of Clinical Epidemiology 56: 721-729.
    • (2003) Journal of Clinical Epidemiology , vol.56 , pp. 721-729
    • Terrina, N.1    Schmida, C.H.2    Griffitha, J.L.3    D'Agostino, R.B.4    Selkera, H.P.5
  • 36
    • 0036893458 scopus 로고    scopus 로고
    • Prognostic factors of hepatic resection for hepatocellular carcinoma with cirrhosis: univariate and multivariate analysis
    • Yeh CN, Chen MF, Lee WC, Jeng LB, (2002) Prognostic factors of hepatic resection for hepatocellular carcinoma with cirrhosis: univariate and multivariate analysis. J of Surgical Oncology 81: 195-202.
    • (2002) J of Surgical Oncology , vol.81 , pp. 195-202
    • Yeh, C.N.1    Chen, M.F.2    Lee, W.C.3    Jeng, L.B.4
  • 37
    • 0038460305 scopus 로고    scopus 로고
    • Liver resection for hepatocellular carcinoma on cirrhosis: univariate and multivariate analysis of risk factors for intrahepatic recurrence
    • Ercolani G, Grazi GL, Ravaioli M, Del Gaudio M, Gardini A, et al. (2003) Liver resection for hepatocellular carcinoma on cirrhosis: univariate and multivariate analysis of risk factors for intrahepatic recurrence. Annals of Surgery 237: 536-543.
    • (2003) Annals of Surgery , vol.237 , pp. 536-543
    • Ercolani, G.1    Grazi, G.L.2    Ravaioli, M.3    Del Gaudio, M.4    Gardini, A.5
  • 38
    • 1442286169 scopus 로고    scopus 로고
    • Longterm prognosis after hepatic resection for small hepatocellular carcinoma
    • Shimozawa N, Hanazaki K, (2004) Longterm prognosis after hepatic resection for small hepatocellular carcinoma. J of the American College of Surgeons 198: 356-365.
    • (2004) J of the American College of Surgeons , vol.198 , pp. 356-365
    • Shimozawa, N.1    Hanazaki, K.2
  • 39
    • 27244460812 scopus 로고    scopus 로고
    • Outcome of partial hepatectomy for large (>10 cm) hepatocellular carcinoma
    • Liau KH, Ruo L, Shia J, Padela A, Gonen M, et al. (2005) Outcome of partial hepatectomy for large (>10 cm) hepatocellular carcinoma. Cancer 104: 1948-1955.
    • (2005) Cancer , vol.104 , pp. 1948-1955
    • Liau, K.H.1    Ruo, L.2    Shia, J.3    Padela, A.4    Gonen, M.5
  • 40
    • 33747763295 scopus 로고    scopus 로고
    • Preoperative transcatheter arterial chemoembolization reduces long-term survival rate after hepatic resection for resectable hepatocellular carcinoma
    • Sasaki A, Iwashita Y, Shibata K, Ohta M, Kitano S, et al. (2006) Preoperative transcatheter arterial chemoembolization reduces long-term survival rate after hepatic resection for resectable hepatocellular carcinoma. European J of Surgical Oncology 32: 773-779.
    • (2006) European J of Surgical Oncology , vol.32 , pp. 773-779
    • Sasaki, A.1    Iwashita, Y.2    Shibata, K.3    Ohta, M.4    Kitano, S.5
  • 41
    • 0034566844 scopus 로고    scopus 로고
    • Models to predict cardiovascular risk: comparison of CART, multilayer perceptron and logistic regression
    • Colombet I, Ruelland A, Chatellier G, Gueyffier F, Degoulet P, et al. (2000) Models to predict cardiovascular risk: comparison of CART, multilayer perceptron and logistic regression. Proc AMIA Symp pp. 156-160.
    • (2000) Proc AMIA Symp , pp. 156-160
    • Colombet, I.1    Ruelland, A.2    Chatellier, G.3    Gueyffier, F.4    Degoulet, P.5
  • 44
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T, (2006) An introduction to ROC analysis. Pattern Recognition Letters 27: 861-874.
    • (2006) Pattern Recognition Letters , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 45
    • 80051566554 scopus 로고    scopus 로고
    • Pharmacogenomics of drug efficacy in the interferon treatment of chronic hepatitis C using classification algorithms
    • Ke WS, Hwang Y, Lin E, (2010) Pharmacogenomics of drug efficacy in the interferon treatment of chronic hepatitis C using classification algorithms. Advances and Applications in Bioinformatics and Chemistry 3: 39-44.
    • (2010) Advances and Applications in Bioinformatics and Chemistry , vol.3 , pp. 39-44
    • Ke, W.S.1    Hwang, Y.2    Lin, E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.