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Volumn 16, Issue 11, 2012, Pages 2126-2131

Artificial Neural Network Model for Predicting 5-Year Mortality After Surgery for Hepatocellular Carcinoma: A Nationwide Study

Author keywords

Artificial neural network; Five year mortality rate; Hepatocellular carcinoma; Logistic regression

Indexed keywords


EID: 84869120235     PISSN: 1091255X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11605-012-1986-3     Document Type: Article
Times cited : (30)

References (23)
  • 1
    • 79960847191 scopus 로고    scopus 로고
    • Surgical outcomes for hepatocellular carcinoma in nonalcoholic fatty liver disease
    • Wakai T, Shirai Y, Sakata J, et al. Surgical outcomes for hepatocellular carcinoma in nonalcoholic fatty liver disease. J Gastrointest Surg 2011; 15: 1450-1458.
    • (2011) J Gastrointest Surg , vol.15 , pp. 1450-1458
    • Wakai, T.1    Shirai, Y.2    Sakata, J.3
  • 2
    • 79953120380 scopus 로고    scopus 로고
    • Prognostic factors and 10-year survival in patients with hepatocellular carcinoma after curative hepatectomy
    • Kim SH, Choi SB, Lee JG, et al. Prognostic factors and 10-year survival in patients with hepatocellular carcinoma after curative hepatectomy. J Gastrointest Surg 2011; 15: 598-607.
    • (2011) J Gastrointest Surg , vol.15 , pp. 598-607
    • Kim, S.H.1    Choi, S.B.2    Lee, J.G.3
  • 3
    • 80255133214 scopus 로고    scopus 로고
    • Infiltrating hepatocellular carcinoma: seeing the tree through the forest
    • Demirjian A, Peng P, Geschwind JF, et al. Infiltrating hepatocellular carcinoma: seeing the tree through the forest. J Gastrointest Surg 2011; 15: 2089-2097.
    • (2011) J Gastrointest Surg , vol.15 , pp. 2089-2097
    • Demirjian, A.1    Peng, P.2    Geschwind, J.F.3
  • 4
    • 77950677038 scopus 로고    scopus 로고
    • Prediction of progression-free survival in patients presenting with hepatocellular carcinoma within the Milan criteria
    • De Giorgio M, Vezzoli S, Cohen E, et al. Prediction of progression-free survival in patients presenting with hepatocellular carcinoma within the Milan criteria. Liver Transpl 2010; 16: 503-512.
    • (2010) Liver Transpl , vol.16 , pp. 503-512
    • de Giorgio, M.1    Vezzoli, S.2    Cohen, E.3
  • 5
    • 77952043363 scopus 로고    scopus 로고
    • Surgical resection of high-risk hepatocellular carcinoma: patient selection, preoperative considerations, and operative technique
    • Truty MJ, Vauthey JN. Surgical resection of high-risk hepatocellular carcinoma: patient selection, preoperative considerations, and operative technique. Ann Surg Oncol 2010; 17: 1219-1225.
    • (2010) Ann Surg Oncol , vol.17 , pp. 1219-1225
    • Truty, M.J.1    Vauthey, J.N.2
  • 6
    • 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, et al. Preoperative prediction of hepatocellular carcinoma tumour grade and micro-vascular invasion by means of artificial neural network: a pilot study. J Hepatol 2010; 52: 880-888.
    • (2010) J Hepatol , vol.52 , pp. 880-888
    • Cucchetti, A.1    Piscaglia, F.2    Grigioni, A.D.3
  • 7
    • 84855346711 scopus 로고    scopus 로고
    • Gastrointestinal metabolic surgery for the treatment of diabetic patients: a multi-institutional international study
    • Lee WJ, Hur KY, Lakadawala M, Kasama K, Wong SK, Lee YC. Gastrointestinal metabolic surgery for the treatment of diabetic patients: a multi-institutional international study. J Gastrointest Surg 2012; 16: 45-51.
    • (2012) J Gastrointest Surg , vol.16 , pp. 45-51
    • Lee, W.J.1    Hur, K.Y.2    Lakadawala, M.3    Kasama, K.4    Wong, S.K.5    Lee, Y.C.6
  • 8
    • 0030297904 scopus 로고    scopus 로고
    • Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes
    • Tu JV. Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes. J Clin Epidemiol 1996; 49: 1225-1231.
    • (1996) J Clin Epidemiol , vol.49 , pp. 1225-1231
    • Tu, J.V.1
  • 10
    • 4143068044 scopus 로고    scopus 로고
    • Reliability of internal prediction/estimation and its application. I. Adaptive action selection reflecting reliability of value function
    • Sakaguchi Y, Takano M. Reliability of internal prediction/estimation and its application. I. Adaptive action selection reflecting reliability of value function. Neural Netw 2004; 17: 935-952.
    • (2004) Neural Netw , vol.17 , pp. 935-952
    • Sakaguchi, Y.1    Takano, M.2
  • 11
    • 77955846852 scopus 로고    scopus 로고
    • Clinicopathological determinants of survival after hepatic resection of hepatocellular carcinoma in 97 patients-experience from an Australian hepatobiliary unit
    • Chua TC, Saxena A, Chu F, Liauw W, Zhao J, Morris DL. Clinicopathological determinants of survival after hepatic resection of hepatocellular carcinoma in 97 patients--experience from an Australian hepatobiliary unit. J Gastrointest Surg 2010; 14: 1370-1380.
    • (2010) J Gastrointest Surg , vol.14 , pp. 1370-1380
    • Chua, T.C.1    Saxena, A.2    Chu, F.3    Liauw, W.4    Zhao, J.5    Morris, D.L.6
  • 12
    • 34247279672 scopus 로고    scopus 로고
    • Worldwide variation in the relative importance of hepatitis B and hepatitis C viruses in hepatocellular carcinoma: a systematic review
    • Raza SA, Clifford GM, Franceschi S. Worldwide variation in the relative importance of hepatitis B and hepatitis C viruses in hepatocellular carcinoma: a systematic review. Br J Cancer 2007; 96: 1127-1134.
    • (2007) Br J Cancer , vol.96 , pp. 1127-1134
    • Raza, S.A.1    Clifford, G.M.2    Franceschi, S.3
  • 13
    • 0027133523 scopus 로고
    • Risk adjustment in outcome assessment: the Charlson comorbidity index
    • D'Hoore W, Sicotte C, Tilquin C. Risk adjustment in outcome assessment: the Charlson comorbidity index. Methods Inf Med 1993; 32: 382-387.
    • (1993) Methods Inf Med , vol.32 , pp. 382-387
    • D'Hoore, W.1    Sicotte, C.2    Tilquin, C.3
  • 17
    • 84861325331 scopus 로고    scopus 로고
    • A population-based study of hepatitis D virus as potential risk factor for hepatocellular carcinoma
    • Ji J, Sundquist K, Sundquist J. A population-based study of hepatitis D virus as potential risk factor for hepatocellular carcinoma. J Natl Cancer Inst 2012; 104: 790-792.
    • (2012) J Natl Cancer Inst , vol.104 , pp. 790-792
    • Ji, J.1    Sundquist, K.2    Sundquist, J.3
  • 18
    • 77957937426 scopus 로고    scopus 로고
    • Adequate extent in radical re-resection of incidental gallbladder carcinoma: analysis of the German Registry
    • Goetze TO, Paolucci V. Adequate extent in radical re-resection of incidental gallbladder carcinoma: analysis of the German Registry. Surg Endosc 2010; 24: 2156-2164.
    • (2010) Surg Endosc , vol.24 , pp. 2156-2164
    • Goetze, T.O.1    Paolucci, V.2
  • 19
    • 81555211149 scopus 로고    scopus 로고
    • Hepatic arterial infusion of doxorubicin-loaded microsphere for treatment of hepatocellular cancer: a multi-institutional registry
    • Martin RC 2nd, Rustein L, Pérez Enguix, et al. Hepatic arterial infusion of doxorubicin-loaded microsphere for treatment of hepatocellular cancer: a multi-institutional registry. J Am Coll Surg 2011; 213: 493-500.
    • (2011) J Am Coll Surg , vol.213 , pp. 493-500
    • Martin II, R.C.1    Rustein, L.2    Pérez, E.3
  • 20
    • 67649635437 scopus 로고    scopus 로고
    • Prediction of asymptomatic cirrhosis in chronic hepatitis C patients: accuracy of artificial neural networks compared with logistic regression models
    • Cazzaniga M, Salerno F, Borroni G, et al. Prediction of asymptomatic cirrhosis in chronic hepatitis C patients: accuracy of artificial neural networks compared with logistic regression models. Eur J Gastroenterol Hepatol 2009; 21: 681-687.
    • (2009) Eur J Gastroenterol Hepatol , vol.21 , pp. 681-687
    • Cazzaniga, M.1    Salerno, F.2    Borroni, G.3
  • 21
    • 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, et al. Preoperative prediction of hepatocellular carcinoma tumour grade and micro-vascular invasion by means of artificial neural network: a pilot study. J Hepatol 2000; 52: 880-888.
    • (2000) J Hepatol , vol.52 , pp. 880-888
    • Cucchetti, A.1    Piscaglia, F.2    Grigioni, A.D.3
  • 22
    • 84860356620 scopus 로고    scopus 로고
    • Comparison of artificial neural network and logistic regression models for predicting in-hospital mortality after primary liver cancer surgery
    • Shi HY, Lee KT, Lee HH, et al. Comparison of artificial neural network and logistic regression models for predicting in-hospital mortality after primary liver cancer surgery. PLoS One 2012; 7: e35781.
    • (2012) PLoS One , vol.7
    • Shi, H.Y.1    Lee, K.T.2    Lee, H.H.3
  • 23
    • 77954354239 scopus 로고    scopus 로고
    • Procedure volume as a predictor of surgical outcomes
    • Livingston EH, and Cao J. Procedure volume as a predictor of surgical outcomes. JAMA 2010; 304: 95-97.
    • (2010) Jama , vol.304 , pp. 95-97
    • Livingston, E.H.1    Cao, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.