We developed a two-stage ML framework for FCD detection using surface-based processing of 3D MRF, including 44 FCD patients and 70 healthy controls.
doi.org/10.1111/epi....

#epilepsy #ILAE #epilepsia #epilepsysurgery #focalcorticaldysplasia #machinelearning #MRfingerprinting #presurgicalevaluation

Task-induced high-frequency activity (HFA) is a marker of cortical processing and a promising functional mapping approach for SEEG.
doi.org/10.1111/epi....

#epilepsy #ILAE #Epilepsia #directcorticalstimulation #epilepsysurgery #functionalmapping #highfrequencyactivity #presurgicalevaluation #SEEG

We demonstrate that deep learning on brief interictal stereotactic electroencephalography segments can accurately classify seizure onset zones across the brain.
doi.org/10.1111/epi....

#epilepsy #epilepsia #ILAE #presurgicalevaluation #seizureonsetzonelocalization #SHAPanalysis