Quality assessment of EEG recordings

Repository of the final project for the course 02460 - Advanced Machine Learning at the Technical University of Denmark (DTU)

The main objective of this project is to, given EEG data, try to find some patterns while applying some classification tools, that can help in some manner to make a faster and easier diagnosis of brain diseases in underdeveloped countries.

Getting Started

These instructions will get you a copy of the project up and running on your local machine

Prerequisites

pip install mne
pip install imblearn

Installing

git clone https://github.com/JulesBelveze/eeg-classifier.git

Usage

Use edf_to_csv.py in order to store all your .edf recordings as .csv files to be usable for further analysis. The file mne_test.py was created in order to plot the EEG recordings for hand labeling.

Authors

• Belveze Jules
• Mirabet David
• Pons Marina