Extensions to decision curve analysis, a novel method for evaluating diagnostic tests, prediction models and molecular markers
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Sheridan S, Pignone M, Mulrow C: Framingham-based tools to calculate the global risk of coronary heart disease: a systematic review of tools for clinicians. J Gen Intern Med. 2003, 18 (12): 1039-1052. 10.1111/j.1525-1497.2003.30107.x.
Marchionni L, Wilson RF, Wolff AC, Marinopoulos S, Parmigiani G, Bass EB, Goodman SN: Systematic review: gene expression profiling assays in early-stage breast cancer. Ann Intern Med. 2008, 148 (5): 358-369.
Vickers AJ, Elkin EB: Decision curve analysis: a novel method for evaluating prediction models. Med Decis Making. 2006, 26 (6): 565-574. 10.1177/0272989X06295361.
Steyerberg EW, Vickers AJ: Decision curve analysis: a discussion. Med Decis Making. 2008, 28 (1): 146-149. 10.1177/0272989X07312725.
Pauker SG, Kassirer JP: The threshold approach to clinical decision making. N Engl J Med. 1980, 302 (20): 1109-1117.
Harrell FE: Regression modeling strategies. With applications to linear models, logistic regression and survival. 2001, New York: Springer
Altman DG, Royston P: What do we mean by validating a prognostic model?. Stat Med. 2000, 19 (4): 453-473. 10.1002/(SICI)1097-0258(20000229)19:4<453::AID-SIM350>3.0.CO;2-5.
Efron B: Estimating the error rate of a prediction rule: Improvement on cross-validation. Journal of the American Statistical Association. 1983, 78: 316-331. 10.2307/2288636.
Claxton K: The irrelevance of inference: a decision-making approach to the stochastic evaluation of health care technologies. J Health Econ. 1999, 18 (3): 341-364. 10.1016/S0167-6296(98)00039-3.
Steyerberg EW, Harrell FE, Borsboom GJ, Eijkemans MJ, Vergouwe Y, Habbema JD: Internal validation of predictive models: efficiency of some procedures for logistic regression analysis. J Clin Epidemiol. 2001, 54 (8): 774-781. 10.1016/S0895-4356(01)00341-9.
Begg CB, Cramer LD, Venkatraman ES, Rosai J: Comparing tumour staging and grading systems: a case study and a review of the issues, using thymoma as a model. Stat Med. 2000, 19 (15): 1997-2014. 10.1002/1097-0258(20000815)19:15<1997::AID-SIM511>3.0.CO;2-C.
Heagerty PJ, Lumley T, Pepe MS: Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics. 2000, 56 (2): 337-344. 10.1111/j.0006-341X.2000.00337.x.
Kalbfleisch JD, Prentice RL: The Statistical Analysis of Failure Time data. 1980, New York: John Wiley and Sons
Satagopan JM, Ben-Porat L, Berwick M, Robson M, Kutler D, Auerbach AD: A note on competing risks in survival data analysis. Br J Cancer. 2004, 91 (7): 1229-1235. 10.1038/sj.bjc.6602102.
Bochner BH, Kattan MW, Vora KC: Postoperative nomogram predicting risk of recurrence after radical cystectomy for bladder cancer. J Clin Oncol. 2006, 24 (24): 3967-3972. 10.1200/JCO.2005.05.3884.