Predictive modelling · Completed

Liver cirrhosis risk modelling

I developed a predictive model using structured patient data to explore liver cirrhosis risk. My work covered data cleaning, feature engineering, statistical modelling and evaluation, including how the data and model choices affected the reliability of predictions.

  • Patient data
  • Feature engineering
  • Statistical modelling
  • Model evaluation
  • Data cleaning
  • Predictive modelling

Preparation

My work covered cleaning structured patient data and engineering features for predictive modelling.

Modelling and evaluation

I used statistical modelling and evaluation to examine how data and model choices affected the reliability of predictions.