Optimizing Channel Selection for Seizure Detection

no code implementations • 3 Jan 2018 • Vinit Shah, Meysam Golmohammadi, Saeedeh Ziyabari, Eva Von Weltin, Iyad Obeid, Joseph Picone

However, when fewer electrodes are used, less spatial information is available, making it harder to detect artifacts.

Artifact Detection EEG +1

Gated Recurrent Networks for Seizure Detection

no code implementations • 3 Jan 2018 • Meysam Golmohammadi, Saeedeh Ziyabari, Vinit Shah, Eva Von Weltin, Christopher Campbell, Iyad Obeid, Joseph Picone

Recurrent Neural Networks (RNNs) with sophisticated units that implement a gating mechanism have emerged as powerful technique for modeling sequential signals such as speech or electroencephalography (EEG).

EEG Seizure Detection

The Temple University Hospital Seizure Detection Corpus

no code implementations • 3 Jan 2018 • Vinit Shah, Eva von Weltin, Silvia Lopez, James Riley McHugh, Lily Veloso, Meysam Golmohammadi, Iyad Obeid, Joseph Picone

We introduce the TUH EEG Seizure Corpus (TUSZ), which is the largest open source corpus of its type, and represents an accurate characterization of clinical conditions.

Descriptive EEG +1