USA-MIMIC-2001-v01
Medical Information Mart for Intensive Care III
MIMIC III
Name | Country code |
---|---|
United States of America | USA |
Administrative Records, Health (ad/hea]
MIMIC-III integrates deidentified, comprehensive clinical data of patients admitted to the Beth Israel Deaconess Medical Center in Boston, Massachusetts, and makes it widely accessible to researchers internationally under a data use agreement. The open nature of the data allows clinical studies to be reproduced and improved in ways that would not otherwise be possible.
MIMIC-III contains data associated with 53,423 distinct hospital admissions for adult patients (aged 16 years or above) admitted to critical care units between 2001 and 2012. In addition, it contains data for 7870 neonates admitted between 2001 and 2008. The data covers 38,597 distinct adult patients and 49,785 hospital admissions. The median age of adult patients is 65.8 years (Q1–Q3: 52.8–77.8), 55.9% patients are male, and in-hospital mortality is 11.5%. The median length of an ICU stay is 2.1 days (Q1–Q3: 1.2–4.6) and the median length of a hospital stay is 6.9 days (Q1-Q3: 4.1–11.9). A mean of 4579 charted observations (’chartevents’) and 380 laboratory measurements (’labevents’) are available for each hospital admission.
A code repository is available at the following link https://github.com/MIT-LCP/mimic-code to facilitate collaborative code development. Work is underway to to transform MIMIC into common data models such the Observational Medical Outcomes Partnership Common Data Model (OMOPCDM)
Clinical data [cli]
Individual
The database includes information such as demographics, vital sign measurements made at the bedside (~1 data point per hour), laboratory test results, procedures, medications, caregiver notes, imaging reports, and mortality (both in and out of hospital).
Patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012.