Detecting epileptic seizures in EEG signals of rodent using deep learning techniques.

A study with Prof.Raedt, 4Brain Lab at the departement of Head and Skin of the University of Gent
To investigate to influence of medication on the intensity and frequency of epileptic seizures, Prof. Raedt and his team study intra-cranial EEG (iEEG) signals of rat and mice.
The proposed machine learning solution should be able to automatically recognise and annotate epileptic seizures in iEEG signals to avoid time-consuming manual annotation work.

Prof. Raedt and his team prepare the data. The data consists of iEEG signals with annotated epileptic seizures within these signals.

IxorThink will develop a state-of-the-art software module that, post-factum, detects epileptic seizures. The module will be deployed using a Docker container on the UGent servers. The solution can be expanded to a real-time closed-loop system.