메뉴 건너뛰기




Volumn 50, Issue 6, 2009, Pages 1074-1083

Performance of 11 biomarkers for liver fibrosis assessment in HIV/HBV co-infected patients

Author keywords

Biological markers; Chronic hepatitis B; Diagnostic test; HIV; Liver fibrosis

Indexed keywords

ALANINE AMINOTRANSFERASE; ALBUMIN; ALPHA 2 MACROGLOBULIN; APOLIPOPROTEIN A1; ASPARTATE AMINOTRANSFERASE; BILIRUBIN; BIOLOGICAL MARKER; CHOLESTEROL; GAMMA GLUTAMYLTRANSFERASE; HAPTOGLOBIN; HYALURONIC ACID; UREA;

EID: 67349085214     PISSN: 01688278     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhep.2009.01.022     Document Type: Article
Times cited : (58)

References (46)
  • 1
    • 33846991954 scopus 로고    scopus 로고
    • Liver-related mortality in human-immunodeficiency-virus-infected patients between 1995 and 2003 in the French GERMIVIC Joint Study Group Network (MORTAVIC 2003 Study)
    • Rosenthal E., Pialoux G., Bernard N., Pradier C., Rey D., Bentata M., et al. Liver-related mortality in human-immunodeficiency-virus-infected patients between 1995 and 2003 in the French GERMIVIC Joint Study Group Network (MORTAVIC 2003 Study). J Viral Hepat 14 (2007) 183-188
    • (2007) J Viral Hepat , vol.14 , pp. 183-188
    • Rosenthal, E.1    Pialoux, G.2    Bernard, N.3    Pradier, C.4    Rey, D.5    Bentata, M.6
  • 4
    • 0037079352 scopus 로고    scopus 로고
    • HIV-1, hepatitis B virus, and risk of liver-related mortality in the Multicenter Cohort Study (MACS)
    • Thio C.L., Seaberg E.C., Skolasky Jr. R., Phair J., Visscher B., Munoz A., et al. HIV-1, hepatitis B virus, and risk of liver-related mortality in the Multicenter Cohort Study (MACS). Lancet 360 (2002) 1921-1926
    • (2002) Lancet , vol.360 , pp. 1921-1926
    • Thio, C.L.1    Seaberg, E.C.2    Skolasky Jr., R.3    Phair, J.4    Visscher, B.5    Munoz, A.6
  • 7
    • 0036792679 scopus 로고    scopus 로고
    • Sampling error and intraobserver variation in liver biopsy in patients with chronic HCV infection
    • Regev A., Berho M., Jeffers L.J., Milikowski C., Molina E.G., Pyrsopoulos N.T., et al. Sampling error and intraobserver variation in liver biopsy in patients with chronic HCV infection. Am J Gastroenterol 97 (2002) 2614-2618
    • (2002) Am J Gastroenterol , vol.97 , pp. 2614-2618
    • Regev, A.1    Berho, M.2    Jeffers, L.J.3    Milikowski, C.4    Molina, E.G.5    Pyrsopoulos, N.T.6
  • 8
    • 33846646665 scopus 로고    scopus 로고
    • Evolving practices of non-invasive markers of liver fibrosis in patients with chronic hepatitis C in France: time for new guidelines?
    • author reply 529-530
    • Castera L., Denis J., Babany G., and Roudot-Thoraval F. Evolving practices of non-invasive markers of liver fibrosis in patients with chronic hepatitis C in France: time for new guidelines?. J Hepatol 46 (2007) 528-529 author reply 529-530
    • (2007) J Hepatol , vol.46 , pp. 528-529
    • Castera, L.1    Denis, J.2    Babany, G.3    Roudot-Thoraval, F.4
  • 10
    • 33750942378 scopus 로고    scopus 로고
    • Noninvasive diagnosis of liver fibrosis by ultrasonic transient elastography (Fibroscan)
    • Nguyen-Khac E., and Capron D. Noninvasive diagnosis of liver fibrosis by ultrasonic transient elastography (Fibroscan). Eur J Gastroenterol Hepatol 18 (2006) 1321-1325
    • (2006) Eur J Gastroenterol Hepatol , vol.18 , pp. 1321-1325
    • Nguyen-Khac, E.1    Capron, D.2
  • 11
    • 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 55 (2006) 409-414
    • (2006) Gut , vol.55 , 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
  • 12
    • 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 103 (2008) 1973-1980
    • (2008) Am J Gastroenterol , vol.103 , pp. 1973-1980
    • Loko, M.A.1    Castera, L.2    Dabis, F.3    Le Bail, B.4    Winnock, M.5    Coureau, G.6
  • 13
    • 33645816759 scopus 로고    scopus 로고
    • Management of chronic hepatitis B and C in HIV-coinfected patients
    • Soriano V., Barreiro P., and Nunez M. Management of chronic hepatitis B and C in HIV-coinfected patients. J Antimicrob Chemother 57 (2006) 815-818
    • (2006) J Antimicrob Chemother , vol.57 , pp. 815-818
    • Soriano, V.1    Barreiro, P.2    Nunez, M.3
  • 14
    • 33947430611 scopus 로고    scopus 로고
    • Influence of liver fibrosis stage on plasma levels of antiretroviral drugs in HIV-infected patients with chronic hepatitis C
    • Barreiro P., Rodriguez-Novoa S., Labarga P., Ruiz A., Jimenez-Nacher I., Martin-Carbonero L., et al. Influence of liver fibrosis stage on plasma levels of antiretroviral drugs in HIV-infected patients with chronic hepatitis C. J Infect Dis 195 (2007) 973-979
    • (2007) J Infect Dis , vol.195 , pp. 973-979
    • Barreiro, P.1    Rodriguez-Novoa, S.2    Labarga, P.3    Ruiz, A.4    Jimenez-Nacher, I.5    Martin-Carbonero, L.6
  • 15
    • 33645035027 scopus 로고    scopus 로고
    • Major role of hepatitis B genotypes in liver fibrosis during coinfection with HIV
    • Lacombe K., Massari V., Girard P.M., Serfaty L., Gozlan J., Pialoux G., et al. Major role of hepatitis B genotypes in liver fibrosis during coinfection with HIV. AIDS 20 (2006) 419-427
    • (2006) AIDS , vol.20 , pp. 419-427
    • Lacombe, K.1    Massari, V.2    Girard, P.M.3    Serfaty, L.4    Gozlan, J.5    Pialoux, G.6
  • 16
    • 24644472857 scopus 로고    scopus 로고
    • Guideline watch. New guidelines on treating chronic hepatitis B and C in HIV-coinfected patients
    • Gandhi R.T. Guideline watch. New guidelines on treating chronic hepatitis B and C in HIV-coinfected patients. AIDS Clin Care 17 (2005) 65
    • (2005) AIDS Clin Care , vol.17 , pp. 65
    • Gandhi, R.T.1
  • 17
    • 0029778988 scopus 로고    scopus 로고
    • An algorithm for the grading of activity in chronic hepatitis C. The METAVIR Cooperative Study Group
    • Bedossa P., and Poynard T. An algorithm for the grading of activity in chronic hepatitis C. The METAVIR Cooperative Study Group. Hepatology 24 (1996) 289-293
    • (1996) Hepatology , vol.24 , pp. 289-293
    • Bedossa, P.1    Poynard, T.2
  • 18
    • 33645421568 scopus 로고    scopus 로고
    • Hepatic steatosis in HIV-HCV coinfected patients: analysis of risk factors
    • Bani-Sadr F., Carrat F., Bedossa P., Piroth L., Cacoub P., Perronne C., et al. Hepatic steatosis in HIV-HCV coinfected patients: analysis of risk factors. AIDS 20 (2006) 525-531
    • (2006) AIDS , vol.20 , pp. 525-531
    • Bani-Sadr, F.1    Carrat, F.2    Bedossa, P.3    Piroth, L.4    Cacoub, P.5    Perronne, C.6
  • 19
    • 0035820265 scopus 로고    scopus 로고
    • Biochemical markers of liver fibrosis in patients with hepatitis C virus infection: a prospective study
    • Imbert-Bismut F., Ratziu V., Pieroni L., Charlotte F., Benhamou Y., and Poynard T. Biochemical markers of liver fibrosis in patients with hepatitis C virus infection: a prospective study. Lancet 357 (2001) 1069-1075
    • (2001) Lancet , vol.357 , pp. 1069-1075
    • Imbert-Bismut, F.1    Ratziu, V.2    Pieroni, L.3    Charlotte, F.4    Benhamou, Y.5    Poynard, T.6
  • 20
    • 20444424514 scopus 로고    scopus 로고
    • Prediction of hepatic fibrosis in HIV/HCV co-infected patients using serum fibrosis markers: the SHASTA index
    • Kelleher T.B., Mehta S.H., Bhaskar R., Sulkowski M., Astemborski J., Thomas D.L., et al. Prediction of hepatic fibrosis in HIV/HCV co-infected patients using serum fibrosis markers: the SHASTA index. J Hepatol 43 (2005) 78-84
    • (2005) J Hepatol , vol.43 , pp. 78-84
    • Kelleher, T.B.1    Mehta, S.H.2    Bhaskar, R.3    Sulkowski, M.4    Astemborski, J.5    Thomas, D.L.6
  • 21
    • 25444434632 scopus 로고    scopus 로고
    • Hepascore: an accurate validated predictor of liver fibrosis in chronic hepatitis C infection
    • Adams L.A., Bulsara M., Rossi E., DeBoer B., Speers D., George J., et al. Hepascore: an accurate validated predictor of liver fibrosis in chronic hepatitis C infection. Clin Chem 51 (2005) 1867-1873
    • (2005) Clin Chem , vol.51 , pp. 1867-1873
    • Adams, L.A.1    Bulsara, M.2    Rossi, E.3    DeBoer, B.4    Speers, D.5    George, J.6
  • 22
    • 32944480725 scopus 로고    scopus 로고
    • Prediction of significant fibrosis in HBeAg-positive patients with chronic hepatitis B by a noninvasive model
    • Zeng M.D., Lu L.G., Mao Y.M., Qiu D.K., Li J.Q., Wan M.B., et al. Prediction of significant fibrosis in HBeAg-positive patients with chronic hepatitis B by a noninvasive model. Hepatology 42 (2005) 1437-1445
    • (2005) Hepatology , vol.42 , pp. 1437-1445
    • Zeng, M.D.1    Lu, L.G.2    Mao, Y.M.3    Qiu, D.K.4    Li, J.Q.5    Wan, M.B.6
  • 23
    • 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 38 (2003) 518-526
    • (2003) Hepatology , vol.38 , 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
  • 24
    • 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 43 (2006) 1317-1325
    • (2006) Hepatology , vol.43 , pp. 1317-1325
    • Sterling, R.K.1    Lissen, E.2    Clumeck, N.3    Sola, R.4    Correa, M.C.5    Montaner, J.6
  • 25
    • 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 36 (2002) 986-992
    • (2002) Hepatology , vol.36 , pp. 986-992
    • Forns, X.1    Ampurdanes, S.2    Llovet, J.M.3    Aponte, J.4    Quinto, L.5    Martinez-Bauer, E.6
  • 26
    • 0037467777 scopus 로고    scopus 로고
    • Validity and clinical utility of the aspartate aminotransferase-alanine aminotransferase ratio in assessing disease severity and prognosis in patients with hepatitis C virus-related chronic liver disease
    • Giannini E., Risso D., Botta F., Chiarbonello B., Fasoli A., Malfatti F., et al. Validity and clinical utility of the aspartate aminotransferase-alanine aminotransferase ratio in assessing disease severity and prognosis in patients with hepatitis C virus-related chronic liver disease. Arch Intern Med 163 (2003) 218-224
    • (2003) Arch Intern Med , vol.163 , pp. 218-224
    • Giannini, E.1    Risso, D.2    Botta, F.3    Chiarbonello, B.4    Fasoli, A.5    Malfatti, F.6
  • 27
    • 26844518836 scopus 로고    scopus 로고
    • Accuracy of hyaluronic acid level for predicting liver fibrosis stages in patients with hepatitis C virus
    • Halfon P., Bourliere M., Penaranda G., Deydier R., Renou C., Botta-Fridlund D., et al. Accuracy of hyaluronic acid level for predicting liver fibrosis stages in patients with hepatitis C virus. Comp Hepatol 4 (2005) 6
    • (2005) Comp Hepatol , vol.4 , pp. 6
    • Halfon, P.1    Bourliere, M.2    Penaranda, G.3    Deydier, R.4    Renou, C.5    Botta-Fridlund, D.6
  • 28
    • 16844377259 scopus 로고    scopus 로고
    • Identification of chronic hepatitis B patients without significant liver fibrosis by a simple noninvasive predictive model
    • Hui A.Y., Chan H.L., Wong V.W., Liew C.T., Chim A.M., Chan F.K., et al. Identification of chronic hepatitis B patients without significant liver fibrosis by a simple noninvasive predictive model. Am J Gastroenterol 100 (2005) 616-623
    • (2005) Am J Gastroenterol , vol.100 , pp. 616-623
    • Hui, A.Y.1    Chan, H.L.2    Wong, V.W.3    Liew, C.T.4    Chim, A.M.5    Chan, F.K.6
  • 29
    • 0021203016 scopus 로고
    • Statistical approaches to the analysis of receiver operating characteristic (ROC) curves
    • McNeil B.J., and Hanley J.A. Statistical approaches to the analysis of receiver operating characteristic (ROC) curves. Med Decis Making 4 (1984) 137-150
    • (1984) Med Decis Making , vol.4 , pp. 137-150
    • McNeil, B.J.1    Hanley, J.A.2
  • 30
    • 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 53 (2007) 1615-1622
    • (2007) Clin Chem , vol.53 , pp. 1615-1622
    • Poynard, T.1    Halfon, P.2    Castera, L.3    Munteanu, M.4    Imbert-Bismut, F.5    Ratziu, V.6
  • 31
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • Landis J.R., and Koch G.G. The measurement of observer agreement for categorical data. Biometrics 33 (1977) 159-174
    • (1977) Biometrics , vol.33 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 32
    • 33646861128 scopus 로고    scopus 로고
    • Prévalence des hépatites B et C dans la population. VIH+, France, Juin 2004
    • Larsen C., Pialoux G., Salmon D., Antona D., Piroth L., Le Strat Y., et al. Prévalence des hépatites B et C dans la population. VIH+, France, Juin 2004. BEH 23 (2005) 109-112
    • (2005) BEH , vol.23 , pp. 109-112
    • Larsen, C.1    Pialoux, G.2    Salmon, D.3    Antona, D.4    Piroth, L.5    Le Strat, Y.6
  • 34
    • 34047173013 scopus 로고    scopus 로고
    • Prospective comparison of six non-invasive scores for the diagnosis of liver fibrosis in chronic hepatitis C
    • Leroy V., Hilleret M.N., Sturm N., Trocme C., Renversez J.C., Faure P., et al. Prospective comparison of six non-invasive scores for the diagnosis of liver fibrosis in chronic hepatitis C. J Hepatol 46 (2007) 775-782
    • (2007) J Hepatol , vol.46 , pp. 775-782
    • Leroy, V.1    Hilleret, M.N.2    Sturm, N.3    Trocme, C.4    Renversez, J.C.5    Faure, P.6
  • 35
    • 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 48 (2008) 765-773
    • (2008) J Hepatol , vol.48 , pp. 765-773
    • Cacoub, P.1    Carrat, F.2    Bedossa, P.3    Lambert, J.4    Penaranda, G.5    Perronne, C.6
  • 36
    • 10744221863 scopus 로고    scopus 로고
    • Prediction of liver histological lesions with biochemical markers in patients with chronic hepatitis B
    • Myers R.P., Tainturier M.H., Ratziu V., Piton A., Thibault V., Imbert-Bismut F., et al. Prediction of liver histological lesions with biochemical markers in patients with chronic hepatitis B. J Hepatol 39 (2003) 222-230
    • (2003) J Hepatol , vol.39 , pp. 222-230
    • Myers, R.P.1    Tainturier, M.H.2    Ratziu, V.3    Piton, A.4    Thibault, V.5    Imbert-Bismut, F.6
  • 37
    • 49749133486 scopus 로고    scopus 로고
    • An accurate definition of the status of inactive hepatitis B virus carrier by a combination of biomarkers (FibroTest-ActiTest) and viral load
    • Ngo Y., Benhamou Y., Thibault V., Ingiliz P., Munteanu M., Lebray P., et al. An accurate definition of the status of inactive hepatitis B virus carrier by a combination of biomarkers (FibroTest-ActiTest) and viral load. PLoS ONE 3 (2008) e2573
    • (2008) PLoS ONE , vol.3
    • Ngo, Y.1    Benhamou, Y.2    Thibault, V.3    Ingiliz, P.4    Munteanu, M.5    Lebray, P.6
  • 38
    • 12344267742 scopus 로고    scopus 로고
    • Overview of the diagnostic value of biochemical markers of liver fibrosis (FibroTest, HCV FibroSure) and necrosis (ActiTest) in patients with chronic hepatitis C
    • Poynard T., Imbert-Bismut F., Munteanu M., Messous D., Myers R.P., Thabut D., et al. Overview of the diagnostic value of biochemical markers of liver fibrosis (FibroTest, HCV FibroSure) and necrosis (ActiTest) in patients with chronic hepatitis C. Comp Hepatol 3 (2004) 8
    • (2004) Comp Hepatol , vol.3 , pp. 8
    • Poynard, T.1    Imbert-Bismut, F.2    Munteanu, M.3    Messous, D.4    Myers, R.P.5    Thabut, D.6
  • 39
    • 0028256364 scopus 로고
    • Relationship between procollagen III aminoterminal propeptide and hyaluronan serum levels and histological fibrosis in primary biliary cirrhosis and chronic viral hepatitis C
    • Guechot J., Poupon R.E., Giral P., Balkau B., Giboudeau J., and Poupon R. Relationship between procollagen III aminoterminal propeptide and hyaluronan serum levels and histological fibrosis in primary biliary cirrhosis and chronic viral hepatitis C. J Hepatol 20 (1994) 388-393
    • (1994) J Hepatol , vol.20 , pp. 388-393
    • Guechot, J.1    Poupon, R.E.2    Giral, P.3    Balkau, B.4    Giboudeau, J.5    Poupon, R.6
  • 40
    • 33846846344 scopus 로고    scopus 로고
    • Sequential algorithms combining non-invasive markers and biopsy for the assessment of liver fibrosis in chronic hepatitis B
    • Sebastiani G., Vario A., Guido M., and Alberti A. Sequential algorithms combining non-invasive markers and biopsy for the assessment of liver fibrosis in chronic hepatitis B. World J Gastroenterol 13 (2007) 525-531
    • (2007) World J Gastroenterol , vol.13 , pp. 525-531
    • Sebastiani, G.1    Vario, A.2    Guido, M.3    Alberti, A.4
  • 41
    • 0037082965 scopus 로고    scopus 로고
    • Virological, immunological, and clinical impact of switching from protease inhibitors to nevirapine or to efavirenz in patients with human immunodeficiency virus infection and long-lasting viral suppression
    • Negredo E., Cruz L., Paredes R., Ruiz L., Fumaz C.R., Bonjoch A., et al. Virological, immunological, and clinical impact of switching from protease inhibitors to nevirapine or to efavirenz in patients with human immunodeficiency virus infection and long-lasting viral suppression. Clin Infect Dis 34 (2002) 504-510
    • (2002) Clin Infect Dis , vol.34 , pp. 504-510
    • Negredo, E.1    Cruz, L.2    Paredes, R.3    Ruiz, L.4    Fumaz, C.R.5    Bonjoch, A.6
  • 42
    • 30944431733 scopus 로고    scopus 로고
    • Impact of HIV and highly active antiretroviral therapy on leukocyte adhesion molecules, arterial inflammation, dyslipidemia, and atherosclerosis
    • Fisher S.D., Miller T.L., and Lipshultz S.E. Impact of HIV and highly active antiretroviral therapy on leukocyte adhesion molecules, arterial inflammation, dyslipidemia, and atherosclerosis. Atherosclerosis 185 (2006) 1-11
    • (2006) Atherosclerosis , vol.185 , pp. 1-11
    • Fisher, S.D.1    Miller, T.L.2    Lipshultz, S.E.3
  • 43
    • 0000309495 scopus 로고
    • Circulating anticoagulant in patients seropositive for human immunodeficiency virus
    • Taillan B., Roul C., Fuzibet J.G., Vinti H., Pesce A., Bayle J., et al. Circulating anticoagulant in patients seropositive for human immunodeficiency virus. Am J Med 87 (1989) 238
    • (1989) Am J Med , vol.87 , pp. 238
    • Taillan, B.1    Roul, C.2    Fuzibet, J.G.3    Vinti, H.4    Pesce, A.5    Bayle, J.6
  • 44
    • 1542316127 scopus 로고    scopus 로고
    • Hepatitis B virus infection - natural history and clinical consequences
    • Ganem D., and Prince A.M. Hepatitis B virus infection - natural history and clinical consequences. N Engl J Med 350 (2004) 1118-1129
    • (2004) N Engl J Med , vol.350 , pp. 1118-1129
    • Ganem, D.1    Prince, A.M.2
  • 45
    • 33846828560 scopus 로고    scopus 로고
    • Comparison of test performance profile for blood tests of liver fibrosis in chronic hepatitis C
    • Halfon P., Bacq Y., De Muret A., Penaranda G., Bourliere M., Ouzan D., et al. Comparison of test performance profile for blood tests of liver fibrosis in chronic hepatitis C. J Hepatol 46 (2007) 395-402
    • (2007) J Hepatol , vol.46 , pp. 395-402
    • Halfon, P.1    Bacq, Y.2    De Muret, A.3    Penaranda, G.4    Bourliere, M.5    Ouzan, D.6
  • 46
    • 48949098875 scopus 로고    scopus 로고
    • How to measure the diagnostic accuracy of noninvasive liver fibrosis indices: the area under the ROC curve revisited
    • Lambert J., Halfon P., Penaranda G., Bedossa P., Cacoub P., and Carrat F. How to measure the diagnostic accuracy of noninvasive liver fibrosis indices: the area under the ROC curve revisited. Clin Chem 54 (2008) 1372-1378
    • (2008) Clin Chem , vol.54 , pp. 1372-1378
    • Lambert, J.1    Halfon, P.2    Penaranda, G.3    Bedossa, P.4    Cacoub, P.5    Carrat, F.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.