메뉴 건너뛰기




Volumn 52, Issue 3, 2010, Pages 333-347

A Bayesian method to estimate the optimal threshold of a longitudinal biomarker

Author keywords

Diagnostic markers; Longitudinal study; Optimal cut point; Prostate specific antigen; Sensitivity and specificity

Indexed keywords

ANTIGENS; BAYESIAN NETWORKS; DISEASES; INFERENCE ENGINES; NUMERICAL METHODS; STATISTICAL TESTS; UROLOGY;

EID: 77954481272     PISSN: 03233847     EISSN: 15214036     Source Type: Journal    
DOI: 10.1002/bimj.200900242     Document Type: Article
Times cited : (7)

References (29)
  • 1
    • 0037188233 scopus 로고    scopus 로고
    • Robust estimators of the mode and skewness of continuous data
    • Bickel, D.R. (2002). Robust estimators of the mode and skewness of continuous data. Computational Statistics and Data Analysis 39, 153-163.
    • (2002) Computational Statistics and Data Analysis , vol.39 , pp. 153-163
    • Bickel, D.R.1
  • 2
    • 0037869564 scopus 로고    scopus 로고
    • A Bayesian semiparametric joint hierarchical model for longitudinal and survival data
    • Brown, E.R. and Ibrahim, J.G. (2003). A Bayesian semiparametric joint hierarchical model for longitudinal and survival data. Biometrics 59, 221-228.
    • (2003) Biometrics , vol.59 , pp. 221-228
    • Brown, E.R.1    Ibrahim, J.G.2
  • 3
    • 84972528615 scopus 로고
    • Bayesian experimental design: a review
    • Chaloner, K. and Verdinelli, I. (1995). Bayesian experimental design: a review. Statistical Science 10, 273-304.
    • (1995) Statistical Science , vol.10 , pp. 273-304
    • Chaloner, K.1    Verdinelli, I.2
  • 4
    • 0013466568 scopus 로고    scopus 로고
    • Monte Carlo minimization for sequential control
    • Geisser, S. (Ed.), Springer, New York
    • Chen, L.S., Geisser, S. and Geyer, C.J. (1999). Monte Carlo minimization for sequential control. In: Geisser, S. (Ed.), Diagnosis and Prediction. Springer, New York, 109-130.
    • (1999) Diagnosis and Prediction , pp. 109-130
    • Chen, L.S.1    Geisser, S.2    Geyer, C.J.3
  • 5
    • 0027510404 scopus 로고
    • Using treatment-tradeoff preferences to select diagnostic strategies: linking the ROC curve to threshold analysis
    • DeNeef, P. and Kent, D.L. (1993). Using treatment-tradeoff preferences to select diagnostic strategies: linking the ROC curve to threshold analysis. Medical Decision Making 13, 126-132.
    • (1993) Medical Decision Making , vol.13 , pp. 126-132
    • DeNeef, P.1    Kent, D.L.2
  • 6
    • 0012890141 scopus 로고    scopus 로고
    • Computing nonparametric hierarchical models
    • Dey, D., Müller, P. and Sinha, D. (Eds.), Springer, New York
    • Escobar, M.D. and West, M. (1998). Computing nonparametric hierarchical models. In: Dey, D., Müller, P. and Sinha, D. (Eds.), Practical Nonparametric and Semiparametric Bayesian Statistics. Springer, New York, 1-22.
    • (1998) Practical Nonparametric and Semiparametric Bayesian Statistics , pp. 1-22
    • Escobar, M.D.1    West, M.2
  • 7
    • 24144470799 scopus 로고    scopus 로고
    • Estimation of the Youden index and its associated cutoff point
    • Fluss, R., Faraggi, D. and Reiser, B. (2005). Estimation of the Youden index and its associated cutoff point. Biometrical Journal 47, 458-472.
    • (2005) Biometrical Journal , vol.47 , pp. 458-472
    • Fluss, R.1    Faraggi, D.2    Reiser, B.3
  • 8
    • 38749153210 scopus 로고    scopus 로고
    • PSA nadir is a significant predictor of treatment failure after high-intensity focussed ultrasound (HIFU) treatment of localised prostate cancer
    • Ganzer, R., Rogenhofer, S., Walter, B., Lunz, J.-C., Schostak, M., Wieland, W.F. and Blana, A. (2008). PSA nadir is a significant predictor of treatment failure after high-intensity focussed ultrasound (HIFU) treatment of localised prostate cancer. European Urology 53, 547-553.
    • (2008) European Urology , vol.53 , pp. 547-553
    • Ganzer, R.1    Rogenhofer, S.2    Walter, B.3    Lunz, J.-C.4    Schostak, M.5    Wieland, W.F.6    Blana, A.7
  • 10
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Gelman, A. and Rubin, D. (1992). Inference from iterative simulation using multiple sequences. Statistical Science 7, 457-511.
    • (1992) Statistical Science , vol.7 , pp. 457-511
    • Gelman, A.1    Rubin, D.2
  • 11
    • 22544446724 scopus 로고    scopus 로고
    • Methods to estimate the optimal threshold for normally or log-normally distributed biological tests
    • Jund, J., Rabilloud, M., Wallon, M. and Ecochard, R. (2005). Methods to estimate the optimal threshold for normally or log-normally distributed biological tests. Medical Decision Making 25, 406-415.
    • (2005) Medical Decision Making , vol.25 , pp. 406-415
    • Jund, J.1    Rabilloud, M.2    Wallon, M.3    Ecochard, R.4
  • 12
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird, N.M., and Ware, J.H. (1982). Random-effects models for longitudinal data. Biometrics 38, 963-974.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 13
    • 42449130534 scopus 로고    scopus 로고
    • Bias in sensitivity and specificity caused by data-driven selection of optimal cutoff values: mechanisms, magnitude, and solutions
    • Leeflang, M. M.G., Moons, K.G.M., Reitsma, J.B. and Zwinderman, A.H. (2008). Bias in sensitivity and specificity caused by data-driven selection of optimal cutoff values: mechanisms, magnitude, and solutions. Clinical Chemistry 54, 729-737.
    • (2008) Clinical Chemistry , vol.54 , pp. 729-737
    • Leeflang, M.M.G.1    Moons, K.G.M.2    Reitsma, J.B.3    Zwinderman, A.H.4
  • 15
    • 24144498442 scopus 로고    scopus 로고
    • The Youden index and the optimal cut-point corrected for measurement error
    • Perkins, N.J. and Schisterman, E.F. (2005). The Youden index and the optimal cut-point corrected for measurement error. Biometrical Journal 47, 428-441.
    • (2005) Biometrical Journal , vol.47 , pp. 428-441
    • Perkins, N.J.1    Schisterman, E.F.2
  • 16
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna
    • R Development Core Team (2008). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna.
    • (2008) R: A Language and Environment for Statistical Computing
  • 17
    • 49849105414 scopus 로고    scopus 로고
    • Youden index and optimal cut-point estimated from observations affected by a lower limit of detection
    • Ruopp, M.D., Perkins, N.J., Whitcomb, B.W. and Schisterman, E.F. (2008). Youden index and optimal cut-point estimated from observations affected by a lower limit of detection. Biometrical Journal 50, 419-430.
    • (2008) Biometrical Journal , vol.50 , pp. 419-430
    • Ruopp, M.D.1    Perkins, N.J.2    Whitcomb, B.W.3    Schisterman, E.F.4
  • 18
    • 68049100064 scopus 로고    scopus 로고
    • The 2nd Annual Oncology Biomarkers Conference
    • Schiffer, E. (2009). The 2nd Annual Oncology Biomarkers Conference. Biomarkers in Medicine 3, 203-209.
    • (2009) Biomarkers in Medicine , vol.3 , pp. 203-209
    • Schiffer, E.1
  • 19
    • 38849189982 scopus 로고    scopus 로고
    • Youden index and the optimal threshold for markers with mass at zero
    • Schisterman, E.F., Faraggi, D., Reiser, B. and Hu, J. (2008). Youden index and the optimal threshold for markers with mass at zero. Statistics in Medicine 27, 297-315.
    • (2008) Statistics in Medicine , vol.27 , pp. 297-315
    • Schisterman, E.F.1    Faraggi, D.2    Reiser, B.3    Hu, J.4
  • 21
    • 23044467181 scopus 로고    scopus 로고
    • on behalf of the European Group on Tumor Markers Biological variation of total prostate-specific antigen: a survey of published estimates and consequences for clinical practice
    • Soletormos, G., Semjonow, A., Sibley, P.E., Lamerz, R., Petersen, P.H., Albrecht, W., Bialk, P., Gion, M., Junker, F., Schmid, H.-P., van Poppel, H., on behalf of the European Group on Tumor Markers (2005). Biological variation of total prostate-specific antigen: a survey of published estimates and consequences for clinical practice. Clinical Chemistry 51, 1342-1351.
    • (2005) Clinical Chemistry , vol.51 , pp. 1342-1351
    • Soletormos, G.1    Semjonow, A.2    Sibley, P.E.3    Lamerz, R.4    Petersen, P.H.5    Albrecht, W.6    Bialk, P.7    Gion, M.8    Junker, F.9    Schmid, H.-P.10    van Poppel, H.11
  • 23
    • 67650483680 scopus 로고    scopus 로고
    • A simple modeling-free method provides accurate estimates of sensitivity and specificity of longitudinal disease biomarkers
    • Subtil, F., Pouteil-Noble, C., Toussaint, S., Villar, E. and Rabilloud, M. (2009). A simple modeling-free method provides accurate estimates of sensitivity and specificity of longitudinal disease biomarkers. Methods of Information in Medicine 48, 299-305.
    • (2009) Methods of Information in Medicine , vol.48 , pp. 299-305
    • Subtil, F.1    Pouteil-Noble, C.2    Toussaint, S.3    Villar, E.4    Rabilloud, M.5
  • 24
    • 76749147802 scopus 로고    scopus 로고
    • Robust non-linear mixed modelling of longitudinal PSA levels after prostate cancer treatment
    • Subtil, F. and Rabilloud, M. (2010). Robust non-linear mixed modelling of longitudinal PSA levels after prostate cancer treatment. Statistics in Medicine 29, 573-587.
    • (2010) Statistics in Medicine , vol.29 , pp. 573-587
    • Subtil, F.1    Rabilloud, M.2
  • 26
    • 33750905259 scopus 로고    scopus 로고
    • Decision curve analysis: a novel method for evaluating prediction models
    • Vickers, A.J. and Elkin, E.B. (2006). Decision curve analysis: a novel method for evaluating prediction models. Medical Decision Making 26, 565-574.
    • (2006) Medical Decision Making , vol.26 , pp. 565-574
    • Vickers, A.J.1    Elkin, E.B.2
  • 27
    • 0037445496 scopus 로고    scopus 로고
    • Optimal dichotomization for repeated screening tests
    • Wang, M.-D. and Geisser, S. (2003). Optimal dichotomization for repeated screening tests. Statistics and Probability Letters 62, 61-70.
    • (2003) Statistics and Probability Letters , vol.62 , pp. 61-70
    • Wang, M.-D.1    Geisser, S.2
  • 29
    • 34547662942 scopus 로고    scopus 로고
    • Prospective accuracy for longitudinal markers
    • Zheng, Y. and Heagerty, P.J. (2007). Prospective accuracy for longitudinal markers. Biometrics 63, 332-341.
    • (2007) Biometrics , vol.63 , pp. 332-341
    • Zheng, Y.1    Heagerty, P.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.