# Predicting readmission risk from doctors’ notes

Explore whether clinical text is predictive of patient outcomes

All our code is available in this repo. Our paper is available at https://arxiv.org/abs/1711.10663

In this repo you'll find

        .

        ├── README.md

        |       └─ # This doc

        ├── 01_DefineTextSections.ipynb

        ├── 01_DefineTextSections.py

        |       └─ # Prelabelling known text sections. Somewhat data specific

        ├── 02_PrepareText.ipynb

        ├── 02_PrepareText.py

        |       └─ # General text preprocessing code

        ├── 03_TrainModel.ipynb

        |       └─ # Main model architecture and training

        └── 04_TrainBaselineModels.ipynb

                └─ # Comparison models architecture and training