2 papers
eess.SP2025
Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG
Syeda Abeera Amir, Artur Agaronyan, William Gaillard +2
Accurately localizing the brain regions that triggers seizures and predicting whether a patient will be seizure-free after surgery are vital for surgical planning and patient manag…
cs.LG2025
Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients
Artur Agaronyan, Syeda Abeera Amir, Nunthasiri Wittayanakorn +5
Predicting seizure freedom is essential for tailoring epilepsy treatment. But accurate prediction remains challenging with traditional methods, especially with diverse patient popu…