Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures

no code implementations • 28 Dec 2017 • Meysam Golmohammadi, Amir Hossein Harati Nejad Torbati, Silvia Lopez de Diego, Iyad Obeid, Joseph Picone

Significance: The TUH EEG Corpus enables application of highly data consumptive machine learning algorithms to EEG analysis.

BIG-bench Machine Learning EEG +2

Deep Architectures for Automated Seizure Detection in Scalp EEGs

no code implementations • 28 Dec 2017 • Meysam Golmohammadi, Saeedeh Ziyabari, Vinit Shah, Silvia Lopez de Diego, Iyad Obeid, Joseph Picone

We have also evaluated our system on a held-out evaluation set based on the Duke University Seizure Corpus and demonstrate that performance trends are similar to the TUH EEG Seizure Corpus.

EEG Seizure Detection