eICU Collaborative Research Database v2.0

Dataset Name

eICU Collaborative Research Database v2.0

Data Source

The eICU Collaborative Research Database, a free multi‑center intensive care research database. Pollard TJ, Johnson AEW, Raffa JD, Celi LA, Mark RG and Badawi O. Scientific Data (2018). DOI: 10.1038/sdata.2018.178. Accessible at: https://www.nature.com/articles/sdata2018178

Intended Use

Used to predict the outcome of patients admitted to the ICU for more than 48 hours (0 = survival, 1 = death), including exploratory data analysis (EDA), data cleaning, missing‑value imputation, feature selection (SelectKBest) and dimensionality reduction (LDA) combined with a Random Forest (RF) classifier.