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
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├── 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