A Prediction Model for Neurological Deterioration in Patients with Acute Spontaneous Intracerebral Hemorrhage.

ABSTRACT:

Aim

The aim of this study was to explore factors related to neurological deterioration (ND) after spontaneous intracerebral hemorrhage (sICH) and establish a prediction model based on random forest analysis in evaluating the risk of ND.

Methods

The clinical data of 411 patients with acute sICH at the Affiliated Hospital of Jining Medical University and Xuanwu Hospital of Capital Medical University between January 2018 and December 2020 were collected. After adjusting for variables, multivariate logistic regression was performed to investigate the factors related to the ND in patients with acute ICH. Then, based on the related factors in the multivariate logistic regression and four variables that have been identified as contributing to ND in the literature, we established a

SUBMITTER: Gao D 

PROVIDER: S-EPMC9198834 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature