Identifying seizure onset zone from electrocorticographic recordings: A machine learning approach based on phase locking value.

•PLVs of electrodes with seizure activity are different than others prior to a seizure.•A machine learning approach can build a model for automated detection of SOZs.•Saving of time and effort to localize SOZs for clinical purposes.•Capability to detect true SOZs in cases where expert judgment failed.