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Table 2 Top contestant’s methods and innovations

From: A community effort for automatic detection of postictal generalized EEG suppression in epilepsy

Methods AUC Reference
Time and frequency features, Random forest 0.83 Lamichhane (Rice University)
ResNet, visualization 0.77 Vance (University of Houston)
Hann filtering, lightweight CNN 0.72 Zhu (University of Texas Health Science Center)