ehrdata.dt.mimic_2_preprocessed#
- ehrdata.dt.mimic_2_preprocessed()#
Loads the preprocessed MIMIC-II dataset.
This dataset is a preprocessed version of
mimic_2(). The dataset was preprocessed according to: theislab/ehrapy-datasets.This dataset was created for the purpose of a case study in the book: Secondary Analysis of Electronic Health Records [CD16]. In particular, the dataset was used to investigate the effectiveness of indwelling arterial catheters in hemodynamically stable patients with respiratory failure for mortality outcomes. The dataset is derived from MIMIC-II, the publicly-accessible critical care database. It contains summary clinical data and outcomes for 1,776 patients.
More details on the data can be found on physionet.
- Return type:
Examples
>>> import ehrdata as ed >>> edata = ed.dt.mimic_2_preprocessed()