NOTE: See this updated repository for latest version of these exercises.
Educational exercises applying machine learning to healthcare
An introductory exercise initially designed for 'Machine Learning for Healthcare' courses (MLmedics.com/).
Uses the 'Breast Cancer Wisconsin' Kaggle dataset (available here) and scikit-learn (documentation here).
Designed to be run in Google Colab.
Initial inspiration from this exercise by CodeMD.
Training a neural network to predict who will and won't attend hospital appointments.
Uses the "Medical Appointment No Shows" Kaggle dataset (available here) and scikit-learn (documentation here).
Designed to be run in Google Colab, but can be run elsewhere.
Accompanying blog post describing the exercise in detail available here.