Clinical prediction models

Clinical prediction models

Clinical prediction models (also known as prognostic models, risk scores) are mathematical equations that relate multiple predictors (risk factors, co-variates) to the probability of having a disease or condition (diagnostic) or the probability that an event will happen in the future (prognostic).

書目詳細資料
Main Authors:	Ranstam, J, Cook, J, Collins, G
格式:	Journal article
語言:	English
出版:	Wiley 2016

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Statistical analyses that provide an effect size are to be preferred
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Overfitting
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Clinical prediction models and the multiverse of madness
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Clinical prediction models and the multiverse of madness
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Stability of clinical prediction models developed using statistical or machine learning methods
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Statistical concerns in the development of a prediction model
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Statistical flaws in the development of a prediction model.
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A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
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