Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules

Leiden Repository (Leiden University)

Abstract

Algorithms and the Foundations of Software technology

Authors 4

1. L. Yang Aachen Leiden Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Leiden Institute of Advanced Computer Science , Leiden University , 2333 CC , Leiden , The Netherlands,

2. S.L. van der Meijden Aachen Leiden Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Leiden Institute of Advanced Computer Science , Leiden University , Einsteinweg 55 , 2333 CC Leiden , The Netherlands

3. S.M. Arbous Aachen Department of Clinical Epidemiology Department of Intensive Care Medicine

   Leiden University Medical Center

   Affiliation as printed

   Department of Clinical Epidemiology , Leiden University Medical Center , 2333 ZA , Leiden , The Netherlands

   Department of Intensive Care Medicine , Leiden University Medical Center , 2333 ZA , Leiden , The Netherlands ,

4. M. van Leeuwen Aachen Leiden Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Leiden Institute of Advanced Computer Science , Leiden University , Einsteinweg 55 , 2333 CC Leiden , The Netherlands