The Expert Knowledge combined with AI outperforms AI Alone in Seizure Onset Zone Localization using resting state fMRI

no code implementations • 14 Dec 2023 • Payal Kamboj, Ayan Banerjee, Varina L. Boerwinkle, Sandeep K. S. Gupta

We evaluated whether integration of expert guidance on seizure onset zone (SOZ) identification from resting state functional MRI (rs-fMRI) connectomics combined with deep learning (DL) techniques enhances the SOZ delineation in patients with refractory epilepsy (RE), compared to utilizing DL alone.

EEG

Merging Deep Learning with Expert Knowledge for Seizure Onset Zone localization from rs-fMRI in Pediatric Pharmaco Resistant Epilepsy

no code implementations • 8 Jun 2023 • Payal Kamboj, Ayan Banerjee, Sandeep K. S. Gupta, Varina L. Boerwinkle

Pre-surgical localization of SOZs with intra-cranial EEG (iEEG) requires safe and effective depth electrode placement.

EEG