This dataset was used in the book: Secondary Analysis of Electronic Health Records, published by Springer in 2016. In particular, the dataset was used throughout Chapter 5 (Data Analysis) by Raffa J. et al. to investigate the effectiveness of indwelling arterial catheters in hemodynamically stable patients with respiratory failure for mortality outcomes. This dataset contains clinical data for 1,776 patients from the Multi Parameter Intelligent Monitoring of Intensive Care (MIMIC-II) database, and was the basis for the article:
We refer you to the article for details about the motivation behind this research.
The MIMIC-II database (version 2.4) is described in:
When referencing this material, please cite the book and articles listed above, and also include the standard citation for PhysioNet:
The dataset (in file 'full_cohort_data.csv') includes a header with descriptive variable names.
day_28_flg` was the main outcome of interest, while '
the primary covariate of interest. There is a data dictionary (in file 'data_dictionary.txt') which
gives more descriptive information about the variables.
For extraction information, see the GitHub repository:
This dataset does not include any waveform data.
Name Last modified Size Description
Parent Directory - MD5SUM 01-Jun-2016 23:56 109 SHA1SUM 01-Jun-2016 23:56 125 SHA256SUM 01-Jun-2016 23:56 173 data_dictionary.txt 01-Jun-2016 23:56 2.5K full_cohort_data.csv 01-Jun-2016 23:56 289K MD5SUMS 09-Jun-2016 19:01 420 SHA1SUMS 09-Jun-2016 19:01 492 SHA256SUMS 09-Jun-2016 19:01 708 DOI 22-Jun-2016 16:59 19 local.css 22-Jun-2016 17:14 3.2K
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Updated Friday, 28-Oct-2016 22:58:42 CEST