Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage.

ABSTRACT: Background Ischemic lesions observed on diffusion-weighted imaging (DWI) magnetic resonance imaging are associated with poor outcomes after intracerebral hemorrhage (ICH). We evaluated the association between hyperglycemia, ischemic lesions, and functional outcomes after ICH. Methods and Results This was a retrospective observational analysis of 1167 patients who received magnetic resonance imaging in the ERICH (Ethnic and Racial Variations in Intracerebral Hemorrhage) study. A machine learning strategy using the elastic net regularization and selection procedure was used to perform automated variable selection to identify final multivariable logistic regression models. Sensitivity analyses with alternative model development strategies were performed, and predictive performance was compare

SUBMITTER: Lusk JB 

PROVIDER: S-EPMC10356065 | biostudies-literature | 2023 Jul

REPOSITORIES: biostudies-literature