MIMIC-IV
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Technical Summary
MIMIC-IV (Medical Information Mart for Intensive Care) is a large, freely-available database comprising de-identified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2008 and 2019.
Key Features
- Comprehensive Clinical Data: Contains demographics, vital sign measurements made at the bedside (~1 data point per hour), laboratory test results, procedures, medications, caregiver notes, imaging reports, and mortality (including post-hospital discharge).
- Relational Structure: Structured as a relational database, easily loadable into PostgreSQL or queryable via Google BigQuery.
- De-identified: All data has been robustly de-identified in accordance with HIPAA Safe Harbor requirements.
Getting Started
For a tutorial on using MIMIC-IV to train predictive models on tabular clinical data, check out Cookbook 7: Predicting Patient Readmission in the Getting Started guide.