The Value of Missing Information in Severity of Illness Score Development.

Joseph Agor,Osman Y Özaltın,Julie S Ivy,Muge Capan,Ryan Arnold,Santiago Romero

Journal of Biomedical Informatics（2019）

引用 15|浏览26

暂无评分

摘要

•Missing information is ubiquitous in EHR.•Knowing which variables are missing improves severity of illness scoring systems.•Two imputation methods are employed.•We use indicators to inform prediction models about missing and imputed variables.

查看译文

关键词

Severity of illness scores,Sepsis,Missing data,Prediction models,Electronic health records

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要