Developing a Clinical Prediction Score: Comparing Prediction Accuracy of Integer Scores to Statistical Regression Models

Researchers often convert prediction tools built on statistical regression models into integer scores and risk classification systems in the name of simplicity. However, this workflow discards useful information and reduces prediction accuracy. We, therefore, investigated the impact on prediction ac...

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Vydané v:	Anesthesia and analgesia Ročník 132; číslo 6; s. 1603
Hlavní autori:	Subramanian, Vigneshwar, Mascha, Edward J, Kattan, Michael W
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.06.2021
Predmet:	Area Under Curve Computer Simulation - statistics & numerical data Computer Simulation - trends Forecasting Humans Models, Statistical Regression Analysis ROC Curve Stroke - diagnosis Stroke - epidemiology
ISSN:	1526-7598, 1526-7598
On-line prístup:	Zistit podrobnosti o prístupe
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