(Q30585625)

25 June 2017

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A framework for developing, implementing, and evaluating clinical prediction models in an individual participant data meta-analysis (English)

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25 June 2017

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Thomas P A Debray

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author name string

Karel G M Moons

2

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25 June 2017

Ikhlaaq Ahmed

3

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25 June 2017

Hendrik Koffijberg

4

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Richard David Riley

5

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25 June 2017

language of work or name

English

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publication date

11 January 2013

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25 June 2017

published in

Statistics in Medicine

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25 June 2017

volume

32

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25 June 2017

issue

18

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25 June 2017

page(s)

3158-3180

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Translating clinical research into clinical practice: impact of using prediction rules to make decisions

25 June 2017

cites work

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Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker

21 January 2018

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Prediction of Coronary Heart Disease Using Risk Factor Categories

21 January 2018

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21 January 2018

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A clinical prediction model to assess the risk of operative delivery

21 January 2018

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Prognosis and prognostic research: Developing a prognostic model

21 January 2018

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Evidence synthesis combining individual patient data and aggregate data: a systematic review identified current practice and possible methods

21 January 2018

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Meta-analysis of individual participant data: rationale, conduct, and reporting

21 January 2018

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Construction and validation of a prognostic model across several studies, with an application in superficial bladder cancer

21 January 2018

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Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics.

21 January 2018

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Predicting infectious complications in neutropenic children and young people with cancer (IPD protocol).

21 January 2018

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Impact of epidemic and individual heterogeneity on the population distribution of disease progression rates. An example from patient populations in trials of human immunodeficiency virus infection

21 January 2018

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Heterogeneity of the baseline risk within patient populations of clinical trials: a proposed evaluation algorithm

21 January 2018

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Risk prediction models: II. External validation, model updating, and impact assessment

21 January 2018

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Variation in baseline risk as an explanation of heterogeneity in meta-analysis

21 January 2018

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A simple method to adjust clinical prediction models to local circumstances

21 January 2018

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Principles of multilevel modelling

21 January 2018

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Interpretation of random effects meta-analyses.

21 January 2018

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Combining heterogenous studies using the random-effects model is a mistake and leads to inconclusive meta-analyses.

21 January 2018

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Aggregating published prediction models with individual participant data: a comparison of different approaches

21 January 2018

1 reference

Validation and updating of predictive logistic regression models: a study on sample size and shrinkage.

21 January 2018

1 reference

Estimating risk difference in multicenter studies under baseline-risk heterogeneity.

21 January 2018

1 reference

Predictive modeling and heterogeneity of baseline risk in meta-analysis of individual patient data

21 January 2018

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Validation, updating and impact of clinical prediction rules: a review

21 January 2018

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What do we mean by validating a prognostic model?

21 January 2018

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Assessing the performance of prediction models: a framework for traditional and novel measures

21 January 2018

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Statistical evaluation of prognostic versus diagnostic models: beyond the ROC curve

21 January 2018

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Validation of probabilistic predictions

21 January 2018

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Probabilistic prediction in patient management and clinical trials

21 January 2018

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Regression modelling strategies for improved prognostic prediction

21 January 2018

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Meta-analysis in clinical trials

21 January 2018

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Measuring inconsistency in meta-analyses

21 January 2018

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Undue reliance on I(2) in assessing heterogeneity may mislead

21 January 2018

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Internal and external validation of predictive models: a simulation study of bias and precision in small samples

21 January 2018

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Substantial effective sample sizes were required for external validation studies of predictive logistic regression models

21 January 2018

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The performance of risk prediction models

21 January 2018

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Traditional statistical methods for evaluating prediction models are uninformative as to clinical value: towards a decision analytic framework

21 January 2018

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Empirical comparisons of proportional hazards, poisson, and logistic regression modeling of occupational cohort data

21 January 2018

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Individual patient data meta-analysis of survival data using Poisson regression models

21 January 2018

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Modelling clustered survival data from multicentre clinical trials

21 January 2018

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Flexible parametric proportional-hazards and proportional-odds models for censored survival data, with application to prognostic modelling and estimation of treatment effects

21 January 2018

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Using regression models for prediction: shrinkage and regression to the mean

21 January 2018

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21 January 2018

Identifiers

DOI

10.1002/SIM.5732

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25 June 2017

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