A dual-task GNN reports 89.3% window-level accuracy for seizure-freedom prediction and 94.7% for SOZ localization, but these numbers are inflated by patient leakage in the cross-validation split.
The association between structural connectivity and anti-seizure medication response in patients with temporal lobe epilepsy
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Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG
A dual-task GNN reports 89.3% window-level accuracy for seizure-freedom prediction and 94.7% for SOZ localization, but these numbers are inflated by patient leakage in the cross-validation split.