/ML4BPD

Use some Machine Learning models to predict Bronchopulmonary dysplasia(BPD) in premature infants.

Primary LanguagePythonMIT LicenseMIT

ML-for-BPD

Use Machine Learning models to predict Bronchopulmonary dysplasia(BPD) in premature infants.

You can use:

  • Logistic Regression
  • Decision Tree
  • Gradient Boosting Tree
  • Random Forest
  • Support Vector Machine

The data used for my experiment were obtained from a subset of the VON database (https://public.vtoxford.org/), avaiable only for members.