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. Author manuscript; available in PMC: 2021 Sep 1.
Published in final edited form as: Epilepsia. 2020 Aug 6;61(9):1906–1918. doi: 10.1111/epi.16628

FIGURE 5.

FIGURE 5

Application of detection method to large single-channel Multifocal Epilepsy data set. A, Seizure distribution of the Focal Epilepsy data set (1012 seizures from 16 rats, four-channel EEG). There was a mean of 54.0 ± 81.6 seizures per subject in the Focal Epilepsy data set. B, Seizure distribution of the Multifocal Epilepsy data set (2883 seizures from 96 rats, single-channel EEG). There was a mean of 30.0 ± 48.4 seizures per subject in the Multifocal Epilepsy data set. C, External validation of method with performance by ROC for a newly trained GLM with ridge penalty for the Multifocal Epilepsy data set. D, External validation of model with performance by ROC for GLM model trained on Focal Epilepsy data set, tested on the Multifocal Epilepsy data set