Hack Aotearoa 2019: Exploring the eICU Collaborative Research Database

Tom Pollard (MIT), Omar Badawi (Philips Healthcare), and Cheryl Hiddleson (Philips Healthcare)

Materials for the eICU Collaborative Research Database tutorial at Hack Aotearoa 2019.

Introduction

The interactive workshop explores the eICU Collaborative Research Database, a research database created from hundreds of unaffiliated hospitals across the USA. The database is now freely available to the public and is currently used for the development of advanced clinical decision support tools as well as epidemiology and other academic research projects.

Open in Colab

Notebook 1: Accessing the data.

Notebook 2: Exploring the patient table.

Notebook 3: Severity of illness.

Notebook 4: Summary statistics.

Notebook 5: Timeseries.

Notebook 6: Mortality prediction.

Notebook 7: Acute kidney injury.

Notebook 8: Project work.