If you use MIMIC data or code in your work, please cite the following publication:

MIMIC-III, a freely accessible critical care database. Johnson AEW, Pollard TJ, Shen L, Lehman L, Feng M, Ghassemi M, Moody B, Szolovits P, Celi LA, and Mark RG. Scientific Data (2016). DOI: 10.1038/sdata.2016.35. Available from: http://www.nature.com/articles/sdata201635

Collaborative research

MIMIC is an openly available dataset developed by the MIT Lab for Computational Physiology, comprising deidentified health data associated with ~40,000 critical care patients. It includes demographics, vital signs, laboratory tests, medications, and more.

Selected publications

Dynamic data during hypotensive episode improves mortality predictions among patients with sepsis and hypotension
— Mayaud et al. Critical Care Medicine, 2013

A data-driven approach to optimized medication dosing: a focus on heparin
— Ghassemi et al. Intensive Care Medicine, 2015

Leveraging a critical care database: SSRI use prior to icu admission is associated with increased hospital mortality
— Ghassemi et al. Chest, 2013

Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study
— Pirracchio et al. Lancet Respiratory Medicine, 2015

A targeted real-time early warning score (TREWScore) for septic shock
— Henry et al. Science Translational Medicine, 2015

Acknowledgements

If you use our data, code, or algorithms in your work, please cite this project. Our recommended publication is:

MIMIC-III, a freely accessible critical care database. Johnson AEW, Pollard TJ, Shen L, Lehman L, Feng M, Ghassemi M, Moody B, Szolovits P, Celi LA, and Mark RG. Scientific Data (2016). DOI: 10.1038/sdata.2016.35. Available at: http://www.nature.com/articles/sdata201635

Getting Started

Quickstart guide