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Updated: Feb 5, 2026

The ITS2 Database
Published on: March 12, 2012
The eICU Collaborative Research Database, a freely available multi-center database for critical care research.
Tom J Pollard1, Alistair E W Johnson1, Jesse D Raffa1
1Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
The eICU Collaborative Research Database offers high-granularity data for over 200,000 intensive care unit (ICU) admissions. This deidentified dataset supports machine learning, decision support tools, and clinical research in critical care.
Area of Science:
- Critical care medicine
- Health informatics
- Data science
Background:
- Intensive care units (ICUs) generate vast amounts of patient data.
- Effective data utilization is crucial for advancing critical care.
- Philips Healthcare's eICU Program facilitates remote patient monitoring and data aggregation.
Purpose of the Study:
- To introduce the eICU Collaborative Research Database.
- To highlight its potential for supporting clinical research and developing advanced healthcare tools.
- To promote the use of deidentified, high-granularity ICU data.
Main Methods:
- Creation of a multi-center ICU database from eICU Program data.
- Inclusion of deidentified data from over 200,000 patient admissions.
- Data encompasses vital signs, care plans, severity of illness, diagnoses, and treatments.
Main Results:
- A comprehensive, deidentified database of critical care patient data is now available.
- The database contains high-granularity information for a large patient cohort.
- Data access is provided after registration and completion of specific training.
Conclusions:
- The eICU Collaborative Research Database is a valuable resource for the medical and research community.
- Publicly available data facilitates the development of machine learning algorithms and decision support tools.
- This resource promotes collaborative research in critical care medicine.
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