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