Sample size considerations for the external validation of a multivariable prognostic model: a resampling study
暂无分享,去创建一个
[1] Yvonne Vergouwe,et al. External validity of risk models: Use of benchmark values to disentangle a case-mix effect from incorrect coefficients. , 2010, American journal of epidemiology.
[2] G. Collins,et al. Identifying patients with undetected gastro-oesophageal cancer in primary care: External validation of QCancer® (Gastro-Oesophageal). , 2013, European journal of cancer.
[3] G. S. Collins,et al. External validation of QDSCORE® for predicting the 10‐year risk of developing Type 2 diabetes , 2011, Diabetic medicine : a journal of the British Diabetic Association.
[4] S. Blot,et al. Evaluation of mortality following severe burns injury in Hungary: external validation of a prediction model developed on Belgian burn data. , 2009, Burns : journal of the International Society for Burn Injuries.
[5] C. J. Stone,et al. Hazard Regression , 2022 .
[6] John O'Quigley,et al. Explained randomness in proportional hazards models , 2005, Statistics in medicine.
[7] Panagiotis Michail,et al. External validation of the modified Thoracoscore in a new thoracic surgery program: prediction of in-hospital mortality. , 2009, Interactive cardiovascular and thoracic surgery.
[8] Patrick Royston,et al. A simulation study of predictive ability measures in a survival model I: Explained variation measures , 2012, Statistics in medicine.
[9] Jürgen Unützer,et al. A comparison of imputation methods in a longitudinal randomized clinical trial , 2005, Statistics in medicine.
[10] P. Royston,et al. External validation of a Cox prognostic model: principles and methods , 2013, BMC Medical Research Methodology.
[11] Pierre I Karakiewicz,et al. An updated catalog of prostate cancer predictive tools , 2008, Cancer.
[12] Patrick Royston,et al. Explained Variation for Survival Models , 2006 .
[13] Joseph R. Rausch,et al. Sample size planning for statistical power and accuracy in parameter estimation. , 2008, Annual review of psychology.
[14] N F de Keizer,et al. External validation of prognostic models for critically ill patients required substantial sample sizes. , 2007, Journal of clinical epidemiology.
[15] N. Obuchowski,et al. Assessing the Performance of Prediction Models: A Framework for Traditional and Novel Measures , 2010, Epidemiology.
[16] Daniel B. Mark,et al. TUTORIAL IN BIOSTATISTICS MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS , 1996 .
[17] A. Sheikh,et al. Predicting cardiovascular risk in England and Wales: prospective derivation and validation of QRISK2 , 2008, BMJ : British Medical Journal.
[18] M. Schumacher,et al. Consistent Estimation of the Expected Brier Score in General Survival Models with Right‐Censored Event Times , 2006, Biometrical journal. Biometrische Zeitschrift.
[19] Patrick Royston,et al. A new measure of prognostic separation in survival data , 2004, Statistics in medicine.
[20] H C van Houwelingen,et al. Validation, calibration, revision and combination of prognostic survival models. , 2000, Statistics in medicine.
[21] Sunil J Rao,et al. Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis , 2003 .
[22] E Graf,et al. Assessment and comparison of prognostic classification schemes for survival data. , 1999, Statistics in medicine.
[23] K. Covinsky,et al. Assessing the Generalizability of Prognostic Information , 1999, Annals of Internal Medicine.
[24] Gary S Collins,et al. Predicting the adverse risk of statin treatment: an independent and external validation of Qstatin risk scores in the UK , 2012, Heart.
[25] G. S. Collins PhD Senior Medical Statistician. Identifying women with undetected ovarian cancer: independent and external validation of QCancer® (Ovarian) prediction model , 2012 .
[26] G. Collins,et al. External validation of multivariable prediction models: a systematic review of methodological conduct and reporting , 2014, BMC Medical Research Methodology.
[27] G. Collins,et al. Developing risk prediction models for type 2 diabetes: a systematic review of methodology and reporting , 2011, BMC medicine.
[28] P Royston,et al. A simulation study of predictive ability measures in a survival model II: explained randomness and predictive accuracy , 2012, Statistics in medicine.
[29] M. Woodward,et al. Risk prediction models: II. External validation, model updating, and impact assessment , 2012, Heart.
[30] J. Ioannidis,et al. External validation of new risk prediction models is infrequent and reveals worse prognostic discrimination. , 2015, Journal of clinical epidemiology.
[31] Ian Roberts,et al. Systematic review of prognostic models in traumatic brain injury , 2006, BMC Medical Informatics Decis. Mak..
[32] M. Pencina,et al. General Cardiovascular Risk Profile for Use in Primary Care: The Framingham Heart Study , 2008, Circulation.
[33] Gary S Collins,et al. Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD): The TRIPOD Statement. , 2015, European urology.
[34] Harald Binder,et al. Assessment of survival prediction models based on microarray data , 2007, Bioinform..
[35] D G Altman,et al. What do we mean by validating a prognostic model? , 2000, Statistics in medicine.
[36] Patrick Royston,et al. The design of simulation studies in medical statistics , 2006, Statistics in medicine.
[37] G. Collins,et al. Identifying patients with undetected renal tract cancer in primary care: an independent and external validation of QCancer® (Renal) prediction model. , 2013, Cancer epidemiology.
[38] Christine Holmberg,et al. Barriers to routine risk-score use for healthy primary care patients: survey and qualitative study. , 2010, Archives of internal medicine.
[39] Aziz Sheikh,et al. Predicting risk of type 2 diabetes in England and Wales: prospective derivation and validation of QDScore , 2009, BMJ : British Medical Journal.
[40] Yvonne Vergouwe,et al. Prognosis and prognostic research: validating a prognostic model , 2009, BMJ : British Medical Journal.
[41] Gary S Collins,et al. An independent and external validation of QRISK2 cardiovascular disease risk score: a prospective open cohort study , 2010, BMJ : British Medical Journal.
[42] Gary S Collins,et al. Predicting the 10 year risk of cardiovascular disease in the United Kingdom: independent and external validation of an updated version of QRISK2 , 2012, BMJ : British Medical Journal.
[43] F. Harrell,et al. Prognostic/Clinical Prediction Models: Multivariable Prognostic Models: Issues in Developing Models, Evaluating Assumptions and Adequacy, and Measuring and Reducing Errors , 2005 .
[44] Yvonne Vergouwe,et al. Substantial effective sample sizes were required for external validation studies of predictive logistic regression models. , 2005, Journal of clinical epidemiology.
[45] G. Collins,et al. Identifying women with undetected ovarian cancer: independent and external validation of QCancer(®) (Ovarian) prediction model. , 2013, European journal of cancer care.
[46] P. Donnan,et al. Identifying suspected breast cancer: development and validation of a clinical prediction rule. , 2011, The British journal of general practice : the journal of the Royal College of General Practitioners.
[47] James E. Helmreich. Regression Modeling Strategies with Applications to Linear Models, Logistic and Ordinal Regression and Survival Analysis (2nd Edition) , 2016 .
[48] F. Harrell,et al. Evaluating the yield of medical tests. , 1982, JAMA.
[49] G. Collins,et al. Identifying patients with undetected colorectal cancer: an independent validation of QCancer (Colorectal) , 2012, British Journal of Cancer.
[50] G. Collins,et al. Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement , 2015, Annals of Internal Medicine.
[51] M. Kenward,et al. An Introduction to the Bootstrap , 2007 .
[52] Gary Collins,et al. Predicting the risk of chronic kidney disease in the UK: an evaluation of QKidney® scores using a primary care database. , 2012, The British journal of general practice : the journal of the Royal College of General Practitioners.
[53] Karel G M Moons,et al. A new framework to enhance the interpretation of external validation studies of clinical prediction models. , 2015, Journal of clinical epidemiology.
[54] Gary S Collins,et al. Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration , 2015, Annals of Internal Medicine.
[55] E. Steyerberg,et al. Prognosis Research Strategy (PROGRESS) 3: Prognostic Model Research , 2013, PLoS medicine.
[56] Hans C. van Houwelingen,et al. Validation, calibration, revision and combination of prognostic survival models , 2000 .