MIMIC-III, a freely accessible critical care database

被引：4711

作者：

Johnson, Alistair E. W. ^{[1
]}

Pollard, Tom J. ^{[1
]}

Shen, Lu ^{[2
]}

Lehman, Li-wei H. ^{[1
]}

Feng, Mengling ^{[1
,3
]}

Ghassemi, Mohammad ^{[1
]}

Moody, Benjamin ^{[1
]}

Szolovits, Peter ^{[4
]}

Celi, Leo Anthony ^{[1
,2
]}

Mark, Roger G. ^{[1
,2
]}

机构：

[1] MIT, Lab Computat Physiol, MIT Inst Med Engn & Sci, 77 Massachusetts Ave, Cambridge, MA 02139 USA

[2] Beth Israel Deaconess Med Ctr, Informat Syst, Boston, MA 02215 USA

[3] ASTAR, Inst Infocomm Res, Data Analyt Dept, Singapore 138632, Singapore

[4] MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA

来源：

SCIENTIFIC DATA | 2016年 / 3卷

关键词：

D O I：

10.1038/sdata.2016.35

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

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.

引用

页数：9

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