Article

The path toward generalizable clinical prediction models

2024-04-19

Abstract excerpt

The peaking phenomenon refers to the observation that, after a point, the performance of prediction models starts to decrease as the number of predictors (p) increases. This issue is commonly encountered in small datasets (colloquially known as “small n, large p” datasets or high-dimensional data). It was recently reported based on analysis of data from five placebo-controlled trials that clinical prediction model...

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Literature Corpus work: 408faad5-1a30-5ac2-930a-95cf1a589cb0
DOI: 10.1101/2024.04.16.24305902

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