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Sci Data. 2016 May 24;3:160035. doi: 10.1038/sdata.2016.35.

MIMIC-III, a freely accessible critical care database.

Author information

1
Laboratory for Computational Physiology, MIT Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.
2
Information Systems, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215, USA.
3
Data Analytics Department, Institute for Infocomm Research, A*STAR, Singapore 138632, Singapore.
4
Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

Abstract

MIMIC-III ('Medical Information Mart for Intensive Care') is a large, single-center database comprising information relating to patients admitted to critical care units at a large tertiary care hospital. Data includes vital signs, medications, laboratory measurements, observations and notes charted by care providers, fluid balance, procedure codes, diagnostic codes, imaging reports, hospital length of stay, survival data, and more. The database supports applications including academic and industrial research, quality improvement initiatives, and higher education coursework.

PMID:
27219127
PMCID:
PMC4878278
DOI:
10.1038/sdata.2016.35
[Indexed for MEDLINE]
Free PMC Article

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