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Uses NLP to predict suicide risk among hospital patients

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CrivelliLab/Suicide-Prediction

 
 

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Suicide Prediction

This research project attempts to utilize newly published NLP transfer learning techniques to predict the risk of suicide among hospital patients using the MIMIC-III dataset.

The main transfer learning classifier is contained in classifier_raw.ipynb. The base classifier is contained in tfidf.py. Let me know if you need the data.

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Uses NLP to predict suicide risk among hospital patients

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  • Jupyter Notebook 94.9%
  • Python 5.1%