MIMIC-III, a freely accessible critical care database

被引：4327
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.
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页数：9
相关论文
共 13 条
  • [1] Combining structured and unstructured data to identify a cohort of ICU patients who received dialysis
    Abhyankar, Swapna
    Demner-Fushman, Dina
    Callaghan, Fiona M.
    McDonald, Clement J.
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2014, 21 (05) : 801 - 807
  • [2] Standardizing clinical laboratory data for secondary use
    Abhyankar, Swapna
    Demner-Fushman, Dina
    McDonald, Clement J.
    [J]. JOURNAL OF BIOMEDICAL INFORMATICS, 2012, 45 (04) : 642 - 650
  • [3] A "datathon" model to support cross-disciplinary collaboration
    Aboab, Jerome
    Celi, Leo Anthony
    Charlton, Peter
    Feng, Mengling
    Ghassemi, Mohammad
    Marshall, Dominic C.
    Mayaud, Louis
    Naumann, Tristan
    McCague, Ned
    Paik, Kenneth E.
    Pollard, Tom J.
    Resche-Rigon, Matthieu
    Salciccioli, Justin D.
    Stone, David J.
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2016, 8 (333)
  • [4] [Anonymous], 2013, Adoption of electronic health record systems among U.S. Non-federal acute care hospitals: 2008-2012
  • [5] NIH plans to enhance reproducibility
    Collins, Francis S.
    Tabak, Lawrence A.
    [J]. NATURE, 2014, 505 (7485) : 612 - 613
  • [6] PhysioBank, PhysioToolkit, and PhysioNet - Components of a new research resource for complex physiologic signals
    Goldberger, AL
    Amaral, LAN
    Glass, L
    Hausdorff, JM
    Ivanov, PC
    Mark, RG
    Mietus, JE
    Moody, GB
    Peng, CK
    Stanley, HE
    [J]. CIRCULATION, 2000, 101 (23) : E215 - E220
  • [7] Methods of Blood Pressure Measurement in the ICU
    Lehman, Li-wei H.
    Saeed, Mohammed
    Talmor, Daniel
    Mark, Roger
    Malhotra, Atul
    [J]. CRITICAL CARE MEDICINE, 2013, 41 (01) : 34 - 40
  • [8] Dynamic Data During Hypotensive Episode Improves Mortality Predictions Among Patients With Sepsis and Hypotension
    Mayaud, Louis
    Lai, Peggy S.
    Clifford, Gari D.
    Tarassenko, Lionel
    Celi, Leo Anthony
    Annane, Djillali
    [J]. CRITICAL CARE MEDICINE, 2013, 41 (04) : 954 - 962
  • [9] Automated de-identification of free-text medical records
    Neamatullah, Ishna
    Douglass, Margaret M.
    Lehman, Li-wei H.
    Reisner, Andrew
    Villarroel, Mauricio
    Long, William J.
    Szolovits, Peter
    Moody, George B.
    Mark, Roger G.
    Clifford, Gari D.
    [J]. BMC MEDICAL INFORMATICS AND DECISION MAKING, 2008, 8 (1)
  • [10] Pollard T.J., 2016, PhysioNet
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