메뉴 건너뛰기




Volumn 62, Issue 1, 2011, Pages 77-86

An artificial neural network improves the non-invasive diagnosis of significant fibrosis in HIV/HCV coinfected patients

Author keywords

AIDS; Biological markers; Chronic hepatitis C; Diagnosis; Hepatic biopsy; Liver fibrosis

Indexed keywords

ANTIRETROVIRUS AGENT; NONNUCLEOSIDE REVERSE TRANSCRIPTASE INHIBITOR; PROTEINASE INHIBITOR; RNA DIRECTED DNA POLYMERASE INHIBITOR;

EID: 78751634055     PISSN: 01634453     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jinf.2010.11.003     Document Type: Article
Times cited : (30)

References (35)
  • 1
    • 0035882187 scopus 로고    scopus 로고
    • Influence of human immunodeficiency virus infection on the course of hepatitis C virus infection: a meta-analysis
    • Graham C.S., Baden L.R., Yu E., Mrus J.M., Carnie J., Heeren T., et al. Influence of human immunodeficiency virus infection on the course of hepatitis C virus infection: a meta-analysis. Clin Infect Dis 2001, 33(4):562-569.
    • (2001) Clin Infect Dis , vol.33 , Issue.4 , pp. 562-569
    • Graham, C.S.1    Baden, L.R.2    Yu, E.3    Mrus, J.M.4    Carnie, J.5    Heeren, T.6
  • 2
    • 0342601406 scopus 로고    scopus 로고
    • Human immunodeficiency virus infection modifies the natural history of chronic parenterally-acquired hepatitis C with an unusually rapid progression to cirrhosis
    • Soto B., Sanchez-Quijano A., Rodrigo L., del Olmo J.A., Garcia-Bengoechea M., Hernandez-Quero J., et al. Human immunodeficiency virus infection modifies the natural history of chronic parenterally-acquired hepatitis C with an unusually rapid progression to cirrhosis. J Hepatol 1997, 26(1):1-5.
    • (1997) J Hepatol , vol.26 , Issue.1 , pp. 1-5
    • Soto, B.1    Sanchez-Quijano, A.2    Rodrigo, L.3    del Olmo, J.A.4    Garcia-Bengoechea, M.5    Hernandez-Quero, J.6
  • 3
    • 20144389653 scopus 로고    scopus 로고
    • Short statement of the first european consensus conference on the treatment of chronic hepatitis b and c in HIV co-infected patients
    • Alberti A., Clumeck N., Collins S., Gerlich W., Lundgren J., Palù G., et al. Short statement of the first european consensus conference on the treatment of chronic hepatitis b and c in HIV co-infected patients. J Hepatol 2005, 42(5):615-624.
    • (2005) J Hepatol , vol.42 , Issue.5 , pp. 615-624
    • Alberti, A.1    Clumeck, N.2    Collins, S.3    Gerlich, W.4    Lundgren, J.5    Palù, G.6
  • 4
    • 0036830347 scopus 로고    scopus 로고
    • The role of liver biopsy in chronic hepatitis C
    • Dienstag J.L. The role of liver biopsy in chronic hepatitis C. Hepatology 2002, 36(5 Suppl. 1):S152-S160.
    • (2002) Hepatology , vol.36 , Issue.5 SUPPL. 1
    • Dienstag, J.L.1
  • 5
    • 42949130108 scopus 로고    scopus 로고
    • Diagnosis and quantitation of fibrosis
    • Manning D.S., Afdhal N.H. Diagnosis and quantitation of fibrosis. Gastroenterology 2008, 134(6):1670-1681.
    • (2008) Gastroenterology , vol.134 , Issue.6 , pp. 1670-1681
    • Manning, D.S.1    Afdhal, N.H.2
  • 6
    • 36749072713 scopus 로고    scopus 로고
    • Identification of liver fibrosis in HIV/HCV-coinfected patients using a simple predictive model based on routine laboratory data
    • Berenguer J., Bellon J.M., Miralles P., Alvarez E., Sanchez-Conde M., Cosin J., et al. Identification of liver fibrosis in HIV/HCV-coinfected patients using a simple predictive model based on routine laboratory data. J Viral Hepat 2007, 14(12):859-869.
    • (2007) J Viral Hepat , vol.14 , Issue.12 , pp. 859-869
    • Berenguer, J.1    Bellon, J.M.2    Miralles, P.3    Alvarez, E.4    Sanchez-Conde, M.5    Cosin, J.6
  • 7
    • 0042265556 scopus 로고    scopus 로고
    • A simple noninvasive index can predict both significant fibrosis and cirrhosis in patients with chronic hepatitis C
    • Wai C.T., Greenson J.K., Fontana R.J., Kalbfleisch J.D., Marrero J.A., Conjeevaram H.S., et al. A simple noninvasive index can predict both significant fibrosis and cirrhosis in patients with chronic hepatitis C. Hepatology 2003, 38(2):518-526.
    • (2003) Hepatology , vol.38 , Issue.2 , pp. 518-526
    • Wai, C.T.1    Greenson, J.K.2    Fontana, R.J.3    Kalbfleisch, J.D.4    Marrero, J.A.5    Conjeevaram, H.S.6
  • 8
    • 33745547388 scopus 로고    scopus 로고
    • Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV coinfection
    • Sterling R.K., Lissen E., Clumeck N., Sola R., Correa M.C., Montaner J., et al. Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV coinfection. Hepatology 2006, 43(6):1317-1325.
    • (2006) Hepatology , vol.43 , Issue.6 , pp. 1317-1325
    • Sterling, R.K.1    Lissen, E.2    Clumeck, N.3    Sola, R.4    Correa, M.C.5    Montaner, J.6
  • 9
    • 0036789328 scopus 로고    scopus 로고
    • Identification of chronic hepatitis C patients without hepatic fibrosis by a simple predictive model
    • Forns X., Ampurdanes S., Llovet J.M., Aponte J., Quinto L., Martinez-Bauer E., et al. Identification of chronic hepatitis C patients without hepatic fibrosis by a simple predictive model. Hepatology 2002, 36(4 Pt 1):986-992.
    • (2002) Hepatology , vol.36 , Issue.4 PART 1 , pp. 986-992
    • Forns, X.1    Ampurdanes, S.2    Llovet, J.M.3    Aponte, J.4    Quinto, L.5    Martinez-Bauer, E.6
  • 10
    • 40949151051 scopus 로고    scopus 로고
    • Comparison of non-invasive liver fibrosis biomarkers in HIV/HCV co-infected patients: the fibrovic study - ANRS HC02
    • Cacoub P., Carrat F., Bedossa P., Lambert J., Penaranda G., Perronne C., et al. Comparison of non-invasive liver fibrosis biomarkers in HIV/HCV co-infected patients: the fibrovic study - ANRS HC02. J Hepatol 2008, 48(5):765-773.
    • (2008) J Hepatol , vol.48 , Issue.5 , pp. 765-773
    • Cacoub, P.1    Carrat, F.2    Bedossa, P.3    Lambert, J.4    Penaranda, G.5    Perronne, C.6
  • 11
    • 0037220482 scopus 로고    scopus 로고
    • Liver fibrosis - from bench to bedside
    • Friedman S.L. Liver fibrosis - from bench to bedside. J Hepatol 2003, 38(Suppl. 1):S38-S53.
    • (2003) J Hepatol , vol.38 , Issue.SUPPL. 1
    • Friedman, S.L.1
  • 12
    • 0028788276 scopus 로고
    • Application of artificial neural networks to clinical medicine
    • Baxt W.G. Application of artificial neural networks to clinical medicine. Lancet 1995, 346(8983):1135-1138.
    • (1995) Lancet , vol.346 , Issue.8983 , pp. 1135-1138
    • Baxt, W.G.1
  • 13
    • 38949126980 scopus 로고    scopus 로고
    • What are artificial neural networks?
    • Krogh A. What are artificial neural networks?. Nat Biotechnol 2008, 26(2):195-197.
    • (2008) Nat Biotechnol , vol.26 , Issue.2 , pp. 195-197
    • Krogh, A.1
  • 14
    • 0024522959 scopus 로고
    • Statement on outpatient percutaneous liver biopsy
    • Jacobs W.H., Goldberg S.B. Statement on outpatient percutaneous liver biopsy. Dig Dis Sci. 1989, 34(3):322-323.
    • (1989) Dig Dis Sci. , vol.34 , Issue.3 , pp. 322-323
    • Jacobs, W.H.1    Goldberg, S.B.2
  • 15
    • 0029778988 scopus 로고    scopus 로고
    • An algorithm for the grading of activity in chronic hepatitis C. The METAVIR Cooperative Study Group
    • Bedossa P., Poynard T. An algorithm for the grading of activity in chronic hepatitis C. The METAVIR Cooperative Study Group. Hepatology 1996, 24(2):289-293.
    • (1996) Hepatology , vol.24 , Issue.2 , pp. 289-293
    • Bedossa, P.1    Poynard, T.2
  • 17
    • 0033082449 scopus 로고    scopus 로고
    • Using input parameter influences to support the decisions of feedforward neural networks
    • Howes P., Crook N. Using input parameter influences to support the decisions of feedforward neural networks. Neurocomputing 1999, 24(1-3):191-206.
    • (1999) Neurocomputing , vol.24 , Issue.1-3 , pp. 191-206
    • Howes, P.1    Crook, N.2
  • 18
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach
    • DeLong E.R., DeLong D.M., Clarke-Pearson D.L. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988, 44(3):837-845.
    • (1988) Biometrics , vol.44 , Issue.3 , pp. 837-845
    • DeLong, E.R.1    DeLong, D.M.2    Clarke-Pearson, D.L.3
  • 19
    • 0009060722 scopus 로고    scopus 로고
    • Analysis of correlated ROC areas in diagnostic testing
    • Song H.H. Analysis of correlated ROC areas in diagnostic testing. Biometrics 1997, 53(1):370-382.
    • (1997) Biometrics , vol.53 , Issue.1 , pp. 370-382
    • Song, H.H.1
  • 20
    • 34548324040 scopus 로고    scopus 로고
    • Standardization of ROC curve areas for diagnostic evaluation of liver fibrosis markers based on prevalences of fibrosis stages
    • Poynard T., Halfon P., Castera L., Munteanu M., Imbert-Bismut F., Ratziu V., et al. Standardization of ROC curve areas for diagnostic evaluation of liver fibrosis markers based on prevalences of fibrosis stages. Clin Chem. 2007, 53(9):1615-1622.
    • (2007) Clin Chem. , vol.53 , Issue.9 , pp. 1615-1622
    • Poynard, T.1    Halfon, P.2    Castera, L.3    Munteanu, M.4    Imbert-Bismut, F.5    Ratziu, V.6
  • 21
  • 22
    • 0036469175 scopus 로고    scopus 로고
    • Predictive non-linear modeling of complex data by artificial neural networks
    • Almeida J.S. Predictive non-linear modeling of complex data by artificial neural networks. Curr Opin Biotechnol 2002, 13(1):72-76.
    • (2002) Curr Opin Biotechnol , vol.13 , Issue.1 , pp. 72-76
    • Almeida, J.S.1
  • 23
    • 51249119841 scopus 로고    scopus 로고
    • Non-invasive markers of hepatic fibrosis in patients co-infected with HCV and HIV: comparison of the APRI and FIB-4 index
    • Trang T., Petersen J.R., Snyder N. Non-invasive markers of hepatic fibrosis in patients co-infected with HCV and HIV: comparison of the APRI and FIB-4 index. Clin Chim Acta 2008, 397(1, 2):51-54.
    • (2008) Clin Chim Acta , vol.397 , Issue.1-2 , pp. 51-54
    • Trang, T.1    Petersen, J.R.2    Snyder, N.3
  • 24
    • 33144489343 scopus 로고    scopus 로고
    • Prediction of liver fibrosis in human immunodeficiency virus/hepatitis C virus coinfected patients by simple non-invasive indexes
    • Macias J., Giron-Gonzalez J.A., Gonzalez-Serrano M., Merino D., Cano P., Mira J.A., et al. Prediction of liver fibrosis in human immunodeficiency virus/hepatitis C virus coinfected patients by simple non-invasive indexes. Gut 2006, 55(3):409-414.
    • (2006) Gut , vol.55 , Issue.3 , pp. 409-414
    • Macias, J.1    Giron-Gonzalez, J.A.2    Gonzalez-Serrano, M.3    Merino, D.4    Cano, P.5    Mira, J.A.6
  • 25
    • 49449109659 scopus 로고    scopus 로고
    • Validation and comparison of simple noninvasive indexes for predicting liver fibrosis in HIV-HCV-coinfected patients: ANRS CO3 Aquitaine cohort
    • Loko M.A., Castera L., Dabis F., Le Bail B., Winnock M., Coureau G., et al. Validation and comparison of simple noninvasive indexes for predicting liver fibrosis in HIV-HCV-coinfected patients: ANRS CO3 Aquitaine cohort. Am J Gastroenterol 2008, 103(8):1973-1980.
    • (2008) Am J Gastroenterol , vol.103 , Issue.8 , pp. 1973-1980
    • Loko, M.A.1    Castera, L.2    Dabis, F.3    Le Bail, B.4    Winnock, M.5    Coureau, G.6
  • 26
    • 60949101735 scopus 로고    scopus 로고
    • Accuracy of simple biochemical tests in identifying liver fibrosis in patients co-infected with human immunodeficiency virus and hepatitis C
    • Tural C., Tor J., Sanvisens A., Perez-Alvarez N., Martinez E., Ojanguren I., et al. Accuracy of simple biochemical tests in identifying liver fibrosis in patients co-infected with human immunodeficiency virus and hepatitis C. Virus. Clin Gastroenterol Hepatol 2008, 7(1):339-345.
    • (2008) Virus. Clin Gastroenterol Hepatol , vol.7 , Issue.1 , pp. 339-345
    • Tural, C.1    Tor, J.2    Sanvisens, A.3    Perez-Alvarez, N.4    Martinez, E.5    Ojanguren, I.6
  • 27
    • 3142742615 scopus 로고    scopus 로고
    • Evaluation of liver fibrosis: a concise review
    • Afdhal N.H., Nunes D. Evaluation of liver fibrosis: a concise review. Am J Gastroenterol 2004, 99(6):1160-1174.
    • (2004) Am J Gastroenterol , vol.99 , Issue.6 , pp. 1160-1174
    • Afdhal, N.H.1    Nunes, D.2
  • 28
    • 78751624000 scopus 로고    scopus 로고
    • Use of simple noninvasive biomarkers to predict liver fibrosis in HIV/HCV coinfection in routine clinical practice. HIV Med; in press.
    • Macias J, Gonzalez J, Ortega E, Tural C, Cabrero E, Burgos A, et al. Use of simple noninvasive biomarkers to predict liver fibrosis in HIV/HCV coinfection in routine clinical practice. HIV Med; in press.
    • Macias, J.1    Gonzalez, J.2    cOrtega, E.3    Tural, C.4    Cabrero, E.5    Burgos, A.6
  • 29
    • 60949101735 scopus 로고    scopus 로고
    • Accuracy of simple biochemical tests in identifying liver fibrosis in patients co-infected with human immunodeficiency virus and hepatitis C virus
    • Tural C., Tor J., Sanvisens A., Perez-Alvarez N., Martinez E., Ojanguren I., et al. Accuracy of simple biochemical tests in identifying liver fibrosis in patients co-infected with human immunodeficiency virus and hepatitis C virus. Clin Gastroenterol Hepatol 2009, 7(3):339-345.
    • (2009) Clin Gastroenterol Hepatol , vol.7 , Issue.3 , pp. 339-345
    • Tural, C.1    Tor, J.2    Sanvisens, A.3    Perez-Alvarez, N.4    Martinez, E.5    Ojanguren, I.6
  • 30
    • 0037622959 scopus 로고    scopus 로고
    • Hepatotoxicity of antiretroviral therapy
    • Kontorinis N., Dieterich D. Hepatotoxicity of antiretroviral therapy. AIDS Rev. 2003, 5(1):36-43.
    • (2003) AIDS Rev. , vol.5 , Issue.1 , pp. 36-43
    • Kontorinis, N.1    Dieterich, D.2
  • 31
    • 1542297624 scopus 로고    scopus 로고
    • Liver injury during highly active antiretroviral therapy: the effect of hepatitis C coinfection
    • Bonacini M. Liver injury during highly active antiretroviral therapy: the effect of hepatitis C coinfection. Clin Infect Dis 2004, 38(Suppl. 2):S104-S108.
    • (2004) Clin Infect Dis , vol.38 , Issue.SUPPL. 2
    • Bonacini, M.1
  • 32
    • 0032079880 scopus 로고    scopus 로고
    • Ineffective platelet production in thrombocytopenic human immunodeficiency virus-infected patients
    • Cole J.L., Marzec U.M., Gunthel C.J., Karpatkin S., Worford L., Sundell I.B., et al. Ineffective platelet production in thrombocytopenic human immunodeficiency virus-infected patients. Blood 1998, 91(9):3239-3246.
    • (1998) Blood , vol.91 , Issue.9 , pp. 3239-3246
    • Cole, J.L.1    Marzec, U.M.2    Gunthel, C.J.3    Karpatkin, S.4    Worford, L.5    Sundell, I.B.6
  • 33
    • 61449097678 scopus 로고    scopus 로고
    • Noninvasive diagnosis of liver fibrosis in patients with HIV infection and HCV/HBV co-infection
    • Moreno S., Garcia-Samaniego J., Moreno A., Ortega E., Pineda J.A., del Romero J., et al. Noninvasive diagnosis of liver fibrosis in patients with HIV infection and HCV/HBV co-infection. J Viral Hepat 2009, 16(4):249-258.
    • (2009) J Viral Hepat , vol.16 , Issue.4 , pp. 249-258
    • Moreno, S.1    Garcia-Samaniego, J.2    Moreno, A.3    Ortega, E.4    Pineda, J.A.5    del Romero, J.6
  • 34
    • 77955962241 scopus 로고    scopus 로고
    • Comparison of transient elastography and liver biopsy for the assessment of liver fibrosis in HIV/hepatitis C virus-coinfected patients and correlation with noninvasive serum markers
    • Sanchez-Conde M., Montes-Ramirez M.L., Miralles P., Castro Alvarez J.M., Bellon J.M., Ramirez M., et al. Comparison of transient elastography and liver biopsy for the assessment of liver fibrosis in HIV/hepatitis C virus-coinfected patients and correlation with noninvasive serum markers. J Viral Hepat 2009.
    • (2009) J Viral Hepat
    • Sanchez-Conde, M.1    Montes-Ramirez, M.L.2    Miralles, P.3    Castro Alvarez, J.M.4    Bellon, J.M.5    Ramirez, M.6
  • 35
    • 33645305188 scopus 로고    scopus 로고
    • Diagnosis of hepatic fibrosis and cirrhosis by transient elastography in HIV/hepatitis C virus-coinfected patients
    • de Ledinghen V., Douvin C., Kettaneh A., Ziol M., Roulot D., Marcellin P., et al. Diagnosis of hepatic fibrosis and cirrhosis by transient elastography in HIV/hepatitis C virus-coinfected patients. J Acquir Immune Defic Syndr 2006, 41(2):175-179.
    • (2006) J Acquir Immune Defic Syndr , vol.41 , Issue.2 , pp. 175-179
    • de Ledinghen, V.1    Douvin, C.2    Kettaneh, A.3    Ziol, M.4    Roulot, D.5    Marcellin, P.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.