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...

Full description

Bibliographic Details

Published in:	Anesthesia and analgesia Vol. 132; no. 6; p. 1603
Main Authors:	Subramanian, Vigneshwar, Mascha, Edward J, Kattan, Michael W
Format:	Journal Article
Language:	English
Published:	United States 01.06.2021
Subjects:	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
Online Access:	Get more information
Tags:	Add Tag No Tags, Be the first to tag this record!