Resources

Transforming the MIMIC-IV 3.1 database into the Common Longitudinal ICU data Format (CLIF)

An openly available subset of the eICU Collaborative Research Database.

Multi-center database comprising deidentified health data associated with over 200,000 admissions to ICUs across the United States between 2014-2015.

Electronic health record data collected from >30,000 patients admitted to ICUs at a single tertiary care hospital.

An open source demo of the MIMIC-III Clinical Database

This resource comprises three clinical time series datasets used in the paper Trajectory Flow Matching with Applications to Clinical Time Series Modeling to evaluate models for handling irregularly sampled data in critical care settings.

Two sets of gold-standard annotations for race and ethnicity information from clinical notes in MIMIC-III. Contains race and ethnicity label assignments and related information such as country of origin and spoken language.

Text-based Longitudinal Data for Predicting Nosocomial Disease Risk as used by CANTRIP.

Features and labels from MIMIC-III and eICU-CRD produced by FIDDLE, an EHR preprocessing pipeline.

MIMIC-III data converted into TensorFlow SequenceExample format, for use in modeling pipelines.