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# Predicting readmission risk from doctors’ notes





  
  

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Explore whether clinical text is predictive of patient outcomes





  
  

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





  
  

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In this repo you'll find





  
  

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        .





  
  

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        ├── README.md





  
  

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        |       └─ # This doc





  
  

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        ├── 01_DefineTextSections.ipynb





  
  

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        ├── 01_DefineTextSections.py





  
  

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





  
  

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        ├── 02_PrepareText.ipynb





  
  

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        ├── 02_PrepareText.py





  
  

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        |       └─ # General text preprocessing code





  
  

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        ├── 03_TrainModel.ipynb





  
  

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        |       └─ # Main model architecture and training





  
  

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        └── 04_TrainBaselineModels.ipynb





  
  

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                └─ # Comparison models architecture and training





  
  

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