eICU Collaborative Research Database v2.0
The eICU Collaborative Research Database is a free, multi‑center database for intensive care research. It was created by Pollard TJ and colleagues and published in the journal *Scientific Data*.
Dataset description and usage context
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.
Pair the dataset with AI analysis and content workflows.
Once the source passes your review, move straight into summarization, transformation, report drafting, or presentation generation with the JuheAI toolchain.