--- a +++ b/README.md @@ -0,0 +1,24 @@ +# 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 + +