AIBullisharXiv – CS AI · 10h ago7/10
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Foundation Models for Epileptogenic Zone Identification in Drug-Resistant Epilepsy
Researchers developed EpiiSLM, a dual foundation model system that significantly improves identification of epileptogenic zones in drug-resistant epilepsy patients using stereo-electroencephalography data. The system achieved 97.8% contact-level accuracy and requires only one night of monitoring, potentially reducing invasive procedures and improving surgical outcomes where current seizure freedom rates remain below 50%.