Skip to content
Educational exercises applying machine learning to healthcare
Jupyter Notebook
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
Breast_cancer_features.ipynb
Predicting_No_Shows.ipynb
README.md

README.md

Machine Learning for Healthcare

Educational exercises applying machine learning to healthcare

Breast_cancer_features.ipynb

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.

Predicting_No_Shows.ipynb

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.

You can’t perform that action at this time.