Stephanie H. Chen

The paper introduces and validates neural fragility as an EEG biomarker for identifying the seizure onset zone, showing higher prediction accuracy than clinician judgment.

The paper uses machine learning to analyze brain network dynamics in epilepsy patients, finding similar subgraph structures in seizure and baseline states and identifying predictive patterns for seizure onset.