MIMIC-III

MIMIC-III is a large, publicly available clinical database containing information from the Medical Information Mart for Intensive Care III. It is used for various clinical applications such as diagnosis, recommending medicine, etc. The dataset is used for training and testing deep neural networks for clinical time series analysis tasks.

Data and Resources

Cite this as

Alistair EW Johnson, Tom J Pollard, Lu Shen, H Lehman Li-Wei, Mengling Feng, Mohammad Ghassemi, Benjamin Moody, Peter Szolovits, Leo Anthony Celi, Roger G Mark (2024). Dataset: MIMIC-III. https://doi.org/10.57702/a6pt4gm7

DOI retrieved: November 25, 2024

Additional Info

Field Value
Created November 25, 2024
Last update December 2, 2024
Defined In https://doi.org/10.48550/arXiv.1806.07461
Citation
  • https://doi.org/10.48550/arXiv.2003.11059
  • https://doi.org/10.48550/arXiv.2302.04355
  • https://doi.org/10.48550/arXiv.2211.05597
  • https://doi.org/10.1145/3580305.3599543
  • https://doi.org/10.48550/arXiv.2305.16363
  • https://doi.org/10.48550/arXiv.2407.18114
  • https://doi.org/10.48550/arXiv.2302.12343
  • https://doi.org/10.48550/arXiv.1808.02374
  • https://doi.org/10.48550/arXiv.1912.10166
  • https://doi.org/10.48550/arXiv.2203.12803
  • https://doi.org/10.48550/arXiv.2405.19084
  • https://doi.org/10.48550/arXiv.2109.07827
  • https://doi.org/10.48550/arXiv.2309.12339
  • https://doi.org/10.48550/arXiv.2311.16650
  • https://doi.org/10.48550/arXiv.2406.15363
  • https://doi.org/10.48550/arXiv.2309.05675
  • https://doi.org/10.48550/arXiv.2311.01571
  • https://doi.org/10.1007/s10115-022-01740-2
  • https://doi.org/10.48550/arXiv.2403.13893
  • https://doi.org/10.48550/arXiv.2012.13121
  • https://doi.org/10.48550/arXiv.2003.00353
  • https://doi.org/10.1109/ICDM.2019.00060
  • https://doi.org/10.48550/arXiv.2403.17745
  • https://doi.org/10.48550/arXiv.2405.17613
  • https://doi.org/10.48550/arXiv.1811.05402
  • https://doi.org/10.48550/arXiv.1908.05254
  • https://doi.org/10.48550/arXiv.2306.08719
  • https://doi.org/10.48550/arXiv.1906.03380
  • https://doi.org/10.48550/arXiv.2106.01491
  • https://doi.org/10.48550/arXiv.2401.07128
  • https://doi.org/10.1109/TCBB.2022.3175456
  • https://doi.org/10.48550/arXiv.2002.09834
  • https://doi.org/10.48550/arXiv.2006.16926
  • https://doi.org/10.48550/arXiv.2006.13737
  • https://doi.org/10.1145/3664615
  • https://doi.org/10.48550/arXiv.2005.06434
  • https://doi.org/10.18653/v1/2020.bionlp-1.8
  • https://doi.org/10.48550/arXiv.1712.02768
  • https://doi.org/10.48550/arXiv.1911.06472
  • https://doi.org/10.48550/arXiv.1806.05547
  • https://doi.org/10.48550/arXiv.2406.14015
  • https://doi.org/10.48550/arXiv.2301.06570
  • https://doi.org/10.48550/arXiv.2010.00509
  • https://doi.org/10.48550/arXiv.2106.14838
  • https://doi.org/10.48550/arXiv.2311.03510
  • https://doi.org/10.18653/v1/D19-3024
  • https://doi.org/10.48550/arXiv.2310.10443
  • https://doi.org/10.48550/arXiv.2207.08040
  • https://doi.org/10.48550/arXiv.2302.04208
  • https://doi.org/10.48550/arXiv.1711.08742
  • https://doi.org/10.48550/arXiv.2009.07455
  • https://doi.org/10.18653/v1/P18-1098
  • https://doi.org/10.48550/arXiv.2203.09994
  • https://doi.org/10.48550/arXiv.1904.00655
  • https://doi.org/10.48550/arXiv.2210.15882
  • https://doi.org/10.48550/arXiv.2104.13498
  • https://doi.org/10.48550/arXiv.2312.09513
  • https://doi.org/10.48550/arXiv.2305.03710
  • https://doi.org/10.48550/arXiv.2005.09284
  • https://doi.org/10.48550/arXiv.2207.11382
Author Alistair EW Johnson
More Authors
Tom J Pollard
Lu Shen
H Lehman Li-Wei
Mengling Feng
Mohammad Ghassemi
Benjamin Moody
Peter Szolovits
Leo Anthony Celi
Roger G Mark
Homepage https://physionet.org/content/mimic-iii/1.4/