From: A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy
Baseline
Baseline + “RGB” channel
Baseline + ResNet
Best AUC
0.72
0.7
0.56
Training time/ epoch
16–18 s
14–23 s
43–55 s
Prediction time (testing set)
4.4 s
11.17 s
4.8 s