This repository houses a Jupyter-notebook and slideshow to introduce students to clinical research with electronic health records (EHR) using the MIMIC-IV database. The lecture also introduces concepts for training machine learning models using the scikit-learn library*
A lecture for Northwestern University's Methods in Biomedical Informatics II Course
To download all of the materials of this repository, click the Green Code button as shown in the image below:
From the subsequent drop down menu, the material can be downloaded in one of two ways:
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Download ZIP button: downloads the repo as a .zip file (this may be easiest if you are not familiar with the terminal)
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Terminal: open a terminal and enter the following command in your local directory where you'd like to download the files:
git clone https://github.com/meghutch/mimic-ml-demo.git
*Inspired and adapted by Dr. Garrett Eickelberg's workshop on MIMIC-III and scikit learn