XGBoost classification on ictal SEEG data combined with SHAP ranking and channel extension identifies epileptogenic zones, validated promisingly on five patients.
SEEG-based epileptic seizure network modeling and analysis for pre-surgery evaluation
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AI-Driven SEEG Channel Ranking for Epileptogenic Zone Localization
XGBoost classification on ictal SEEG data combined with SHAP ranking and channel extension identifies epileptogenic zones, validated promisingly on five patients.