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 - DOI 2016-06-22 22:59 19 HEADER.shtml 2016-10-22 03:21 3.1K MD5SUM 2016-06-02 05:56 109 MD5SUMS 2016-06-10 01:01 420 README.txt 2016-06-02 05:56 1.2K SHA1SUM 2016-06-02 05:56 125 SHA1SUMS 2016-06-10 01:01 492 SHA256SUM 2016-06-02 05:56 173 SHA256SUMS 2016-06-10 01:01 708 data_dictionary.txt 2016-06-02 05:56 2.5K full_cohort_data.csv 2016-06-02 05:56 289K local.css 2016-06-22 23:14 3.2K
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Updated Saturday, 29 October 2016 at 04:58 SGT