A New Approach to Detect Epileptic Seizures in Electroencephalograms Using Teager Energy
Figure 3
For classification problem-3 (a) the distribution of log10 (TE) values using box-whiskers plots (without outliers) for nonseizure and seizure groups. (b) The distribution of HFD values using box-whiskers plots (without outliers) for nonseizure and seizure groups. (c) The distribution of SampEn values using box-whiskers plots (without outliers) for nonseizure and seizure groups. (d) ROC curve for log10 (TE) (thick solid line), HFD (thick dotted line), and SampEn (thick dash-dot line) for discriminating nonseizure and seizure groups. The diagonal line (thin dash-dot line) from 0,0 to 1,1 represents ROC curve that cannot discriminate between nonseizure and seizure groups.
