Neural Fragility as an EEG Marker of the Seizure Onset Zone
Published in Nature Neuroscience, 2021
Recommended citation: Li, A., Huynh, C., Fitzgerald, Z. et al. Neural fragility as an EEG marker of the seizure onset zone. Nat Neurosci 24, 1465–1474 (2021). https://doi.org/10.1038/s41593-021-00901-w
This retrospective study aims to predict surgical outcomes of epilepsy patients using a new electroencephalography (EEG) marker called neural fragility. My contribution to this study was developing a manifold-aware variant of random forest algorithm for multivariate time series data that was used to predict surgical outcome using neural fragility data.
See more here: Neural fragility as an EEG marker of the seizure onset zone (Nature Neuroscience, 2021).