Quantifying the impact of different approaches for handling continuous predictors on the performance of a prognostic model

Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests

(2016) Andrew J Vickers et al.   BMJ-British Medical Journal

Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests

(2016) Andrew J Vickers et al.   BMJ-British Medical Journal

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement

(2015) Gary S. Collins et al.   ANNALS OF INTERNAL MEDICINE

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

(2015) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

Nonlinear modeling was applied thoughtfully for risk prediction: the Prostate Biopsy Collaborative Group

(2015) Daan Nieboer et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Sample size considerations for the external validation of a multivariable prognostic model: a resampling study

(2015) Gary S. Collins et al.   STATISTICS IN MEDICINE

External validation of multivariable prediction models: a systematic review of methodological conduct and reporting

(2014) Gary S Collins et al.   BMC Medical Research Methodology

Vital signs should be maintained as continuous variables when predicting bacterial infections in febrile children

(2013) Bart Spruijt et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Against quantiles: categorization of continuous variables in epidemiologic research, and its discontents

(2012) Caroline Bennette et al.   BMC Medical Research Methodology

Identifying patients with undetected colorectal cancer: an independent validation of QCancer (Colorectal)

(2012) G S Collins et al.   BRITISH JOURNAL OF CANCER

Predicting the risk of chronic kidney disease in the UK: an evaluation of QKidney® scores using a primary care database

(2012) Gary Collins et al.   BRITISH JOURNAL OF GENERAL PRACTICE

Identifying patients with undetected renal tract cancer in primary care: An independent and external validation of QCancer® (Renal) prediction model

(2012) Gary S. Collins et al.   Cancer Epidemiology

Identifying patients with undetected gastro-oesophageal cancer in primary care: External validation of QCancer® (Gastro-Oesophageal)

(2012) Gary S. Collins et al.   EUROPEAN JOURNAL OF CANCER

Identifying women with undetected ovarian cancer: independent and external validation of QCancer®(Ovarian) prediction model

(2012) G.S. Collins et al.   EUROPEAN JOURNAL OF CANCER CARE

Predicting the adverse risk of statin treatment: an independent and external validation of Qstatin risk scores in the UK

(2012) Gary S Collins et al.   HEART

A systematic review finds prediction models for chronic kidney disease were poorly reported and often developed using inappropriate methods

(2012) Gary S. Collins et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Dichotomizing Continuous Variables in Statistical Analysis

(2012) Neal V. Dawson et al.   MEDICAL DECISION MAKING

Predicting the 10 year risk of cardiovascular disease in the United Kingdom: independent and external validation of an updated version of QRISK2

(2012) G. S. Collins et al.   BMJ-British Medical Journal

Reporting and Methods in Clinical Prediction Research: A Systematic Review

(2012) Walter Bouwmeester et al.   PLOS MEDICINE

Developing risk prediction models for type 2 diabetes: a systematic review of methodology and reporting

(2011) Gary S Collins et al.   BMC Medicine

External validation of QDSCORE® for predicting the 10-year risk of developing Type 2 diabetes

(2011) G. S. Collins et al.   DIABETIC MEDICINE

Screening for Future Cardiovascular Disease Using Age Alone Compared with Multiple Risk Factors and Age

(2011) Nicholas J. Wald et al.   PLoS One

Reporting performance of prognostic models in cancer: a review

(2010) Susan Mallett et al.   BMC Medicine

Reporting methods in studies developing prognostic models in cancer: a review

(2010) Susan Mallett et al.   BMC Medicine

Everything You Always Wanted to Know About Evaluating Prediction Models (But Were Too Afraid to Ask)

(2010) Andrew J. Vickers et al.   UROLOGY

Extensions to decision curve analysis, a novel method for evaluating diagnostic tests, prediction models and molecular markers

(2008) Andrew J Vickers et al.   BMC Medical Informatics and Decision Making

Dichotomization of continuous data – A pitfall in prognostic factor studies

(2008) Konradin Metze   PATHOLOGY RESEARCH AND PRACTICE