Prediction models need appropriate internal, internal–external, and external validation

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

Karel G.M. Moons, Douglas G. Altman, Johannes B. Reitsma et al. · Annals of Internal Medicine · 2015 · 5.2K citations · Full text

Computing, Biostatistics, Clinical Decision Support +14

Heart Failure with Preserved and Reduced Ejection Fraction in Hemodialysis Patients: Prevalence, Disease Prediction and Prognosis

Marlies Antlanger, Stefan Aschauer, Chantal Kopecky et al. · Kidney & Blood Pressure Research · 2017 · 2.8K citations · Full text

Medicine, Cardiology, Internal Medicine +13

Internal validation of predictive models

Ewout W. Steyerberg, Frank E. Harrell, Gerard Borsboom et al. · Journal of Clinical Epidemiology · 2001 · 2.6K citations

Computing, Computer Science, Machine Learning +13

Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis

Sunil J Rao · Journal of the American Statistical Association · 2003 · 2K citations

Public Health, Biostatistics, Statistical Modeling +12

Towards better clinical prediction models: seven steps for development and an ABCD for validation

Ewout W. Steyerberg, Yvonne Vergouwe · European Heart Journal · 2014 · 1.9K citations · Full text

Computing, Biostatistics, Clinical Sciences +17