Methodologic Issues Specific to Prediction Model Development and Evaluation

Author:

Jin YuxuanORCID,Kattan Michael W.ORCID

Publisher

Elsevier BV

Subject

Cardiology and Cardiovascular Medicine,Critical Care and Intensive Care Medicine,Pulmonary and Respiratory Medicine

Reference61 articles.

1. Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement;Collins;BMJ (Clin Res Ed),2015

2. Impact of train/test sample regimen on performance estimate stability of machine learning in cardiovascular imaging;Singh;Sci Rep,2021

3. Internal validation of predictive models: efficiency of some procedures for logistic regression analysis;Steyerberg;J Clin Epidemiol,2001

4. Internal validation (data splitting);Gerds,2021

5. The relative survival impact of guideline-concordant clinical staging and stage-appropriate treatment of potentially curable non-small cell lung cancer;Meadows-Taylor;Chest,2022

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