mimic_preprocessed {fairmetrics} | R Documentation |
Preprocessed Clinical Data from the MIMIC-II Database
Description
This version of the mimic
dataset has been cleaned by removing columns with more than 10% missing data, imputing remaining missing values with the median, and dropping columns highly correlated with the outcome. It is designed for use in fairness-aware machine learning tasks and streamlined analysis.
Usage
mimic_preprocessed
Format
A data frame with fewer variables than the original due to preprocessing. Number of rows: 1776.
Source
https://physionet.org/content/mimic2-iaccd/1.0/
See Also
[Package fairmetrics version 1.0.4 Index]