DCIT 313: Machine Learning

Alzheirmer Prediction

A machine learning model to predict whether an individual is demented based on MRI data

Project: Predicting Alzheirmer Using MRI data

Install

This project requires Python and the following Python libraries installed

• NumPy
• Pandas
• matplotlib

You will also need to have software installed to run and execute a Jupyter Notebook.

If you do not have Python installed yet, it is highly recommended that you install the Anaconda distribution of Python, which already has the above packages and more included.

Code

The solution code is provided in the alzhermer_notebook.ipynb notebook file and the MRI data is located at the data/oasis_longitudinal.csv.

Running

Clone the repository and cd into it using the commands:

git clone https://github.com/CS-School-Projects/ml-alzheirmer-prediction.git # Clone the repo
# cd into it
cd ml-alzheirmer-prediction

Open with Jupyter Lab

jupyter lab alzhermer_notebook.ipynb

Or Open with Jupyter Notebook

jupyter notebook alzhermer_notebook.ipynb