Detecting epileptic seizures in EEG signals of rodents 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 rats and mice.
The proposed machine learning solution automatically recognises and annotates 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 developed a state-of-the-art software module that, post-factum, detects epileptic seizures. The module is deployed using a Docker container on the UGent servers. The solution can be expanded to a real-time closed-loop system.