DWT-Net: Seizure Detection System with Structured EEG Montage and Multiple Feature Extractor in Convolution Neural Network

Figure 9

FAR versus Sen. Our system based on 5-second DWT-Net classifier achieves the best FAR of 4/24 hours with the sensitivity level of 30%, exceeding the CNN/LSTM model by a 43% decrease in FAR. The method also approaches average human-level detector based on the qEEG tool with a Sen of 59.07% at FAR of 12/24 hours.