Intro Health Informatics

Data and Systems: Automatic logging vs. paper records, some data cleaning, some early exploration, and early modeling.

Overview

This is based on the UCI Diabetes dataset. This dataset was donated as part of the 1994 AI in Medicine workshop by Michael Kahn (MD, PhD, Washington University, St. Louis, MO) and consists of 70 files documenting users experiencing hypoglycemia symptoms as part of their diabetes.

Quickstart Environment Setup

git clone git@github.com:iuprohealth/Intro-Health-Informatics.git
cd Intro-Health-Informatics/

Online Notebook Environment

Use one of these to open the notebook in a browser:

Conda

conda create -y -n diabetes python=3.7
conda activate diabetes
pip install -r requirements.txt

venv

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

Running a notebook environment

Notebooks are in the notebooks/ directory. Starting jupyter should open a web browser, allowing you to navigate to open them:

jupyter notebook

License

This discussion is based on an adapted version of the UCI Diabetes Dataset, modified and also released under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) license.

This work is licensed under a Creative Commons Attribution 4.0 International License.