seizure-prediction

This is the seizure prediction project that I implemented. I received a Synopsys Science Fair First Prize for it and qualified for the California State Science Fair.

Getting Started

Installing

First, download the data files from https://www.kaggle.com/c/seizure-detection to the directory data/.

Running

Then, create the directory processed_data and run preprocess.py.

python preprocess.py

Afterwards, run run_trainer.py.

run_trainer.py

Acknowledgements

Part of the code is based on the following paper: Pouya Bashivan, Irina Rish, Mohammed Yeasin, and Noel Codella. Learning representations from eeg with deep recurrent convolutional neural networks. In Proceedings of the International Conference on Learning Representations, 2016.