Secondary Analysis of Electronic Health Records by MIT Critical Data

Author:MIT Critical Data
Language: eng
Format: epub, pdf
Publisher: Springer International Publishing, Cham

2.When patients contribute more than one observation (i.e., outcome) to the dataset.

In these cases, other techniques should be used.

16.1.3 Case Study Data

We will be using a case study [1] to explore data analysis approaches in health data. The case study data originates from a study examining the effect of indwelling arterial catheters (IAC) on 28 day mortality in the intensive care unit (ICU) in patients who were mechanically ventilated during the first day of ICU admission. The data comes from MIMIC II v2.6. At this point you are ready to do data analysis (the data extraction and cleaning has already been completed) and we will be using a comma separated (.csv) file generated after this process, which you can load directly off of PhysioNet [2, 3]:

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