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An ML model that may help predict the onset of hepatic encephalopathy

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Hepatic Encephalopathy Machine Learning Model

An ML model that may help predict the onset of hepatic encephalopathy (HE). In short, HE is a neurological complication of cirrhosis.

Thus far, the Logistic Regression model providing the highest area under the curve (AUC) value. This is an ongoing project and I hope to improve this score as more data becomes available.

Libraries Used

  • scikit-learn
  • pandas
  • numpy
  • matplotlib

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An ML model that may help predict the onset of hepatic encephalopathy

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