Validation in prediction research: the waste by data splitting von Steyerberg, Ewout W.

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Prediction, Not Association, Paves the Road to Precision Medicine von Bzdok, Danilo, Varoquaux, Gael, Steyerberg, Ewout W

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There is no such thing as a validated prediction model von Van Calster, Ben, Steyerberg, Ewout W, Wynants, Laure, van Smeden, Maarten

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Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests von Vickers, Andrew J, Van Calster, Ben, Steyerberg, Ewout W

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Prediction models need appropriate internal, internal–external, and external validation von Steyerberg, Ewout W, Harrell, Frank E

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Interpreting the concordance statistic of a logistic regression model: relation to the variance and odds ratio of a continuous explanatory variable von Austin, Peter C, Steyerberg, Ewout W

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Towards better clinical prediction models: seven steps for development and an ABCD for validation von Steyerberg, Ewout W, Vergouwe, Yvonne

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Risk prediction models for selection of lung cancer screening candidates: A retrospective validation study von Ten Haaf, Kevin, Jeon, Jihyoun, Tammemägi, Martin C, Han, Summer S, Kong, Chung Yin, Plevritis, Sylvia K, Feuer, Eric J, de Koning, Harry J, Steyerberg, Ewout W, Meza, Rafael

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Events per variable (EPV) and the relative performance of different strategies for estimating the out-of-sample validity of logistic regression models von Austin, Peter C, Steyerberg, Ewout W

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The number of subjects per variable required in linear regression analyses von Austin, Peter C, Steyerberg, Ewout W

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Risk Factors and Outcomes for Postoperative Delirium after Major Surgery in Elderly Patients von Raats, Jelle W, van Eijsden, Wilbert A, Crolla, Rogier M P H, Steyerberg, Ewout W, van der Laan, Lijckle

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Prognosis Research Strategy (PROGRESS) 3: prognostic model research von Steyerberg, Ewout W, Moons, Karel G M, van der Windt, Danielle A, Hayden, Jill A, Perel, Pablo, Schroter, Sara, Riley, Richard D, Hemingway, Harry, Altman, Douglas G

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The Integrated Calibration Index (ICI) and related metrics for quantifying the calibration of logistic regression models von Austin, Peter C., Steyerberg, Ewout W.

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A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models von Christodoulou, Evangelia, Ma, Jie, Collins, Gary S., Steyerberg, Ewout W., Verbakel, Jan Y., Van Calster, Ben

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Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers von Austin, Peter C., Steyerberg, Ewout W.

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Personalized evidence based medicine: predictive approaches to heterogeneous treatment effects von Kent, David M, Steyerberg, Ewout, van Klaveren, David

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A calibration hierarchy for risk models was defined: from utopia to empirical data von Van Calster, Ben, Nieboer, Daan, Vergouwe, Yvonne, De Cock, Bavo, Pencina, Michael J, Steyerberg, Ewout W

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The Science of Prognosis in Psychiatry: A Review von Fusar-Poli, Paolo, Hijazi, Ziad, Stahl, Daniel, Steyerberg, Ewout W

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Prognosis Research Strategy (PROGRESS) 2: prognostic factor research von Riley, Richard D, Hayden, Jill A, Steyerberg, Ewout W, Moons, Karel G M, Abrams, Keith, Kyzas, Panayiotis A, Malats, Núria, Briggs, Andrew, Schroter, Sara, Altman, Douglas G, Hemingway, Harry

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Reporting and Interpreting Decision Curve Analysis: A Guide for Investigators von Van Calster, Ben, Wynants, Laure, Verbeek, Jan F.M., Verbakel, Jan Y., Christodoulou, Evangelia, Vickers, Andrew J., Roobol, Monique J., Steyerberg, Ewout W.

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