SpiroGanas/Deep-MIMIC

Work in Progress -- Analyzing the MIMIC III Critical Care Database using TensorFlow deep learning models.

Deep-MIMIC

Analyzing the MIMIC III Critical Care Database using TensorFlow deep learning models.

"MIMIC-III (Medical Information Mart for Intensive Care III) is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012."

More details are availible at:

• https://mimic.physionet.org/about/mimic/
• http://www.nature.com/articles/sdata201635

TensorFlow is an "open source software library for machine intelligence." https://www.tensorflow.org/

This repository contains TensorFlow code I wrote to analyze the MIMIC III data.