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Table 8 Performance comparison of different methods

From: Automatic seizure detection using three-dimensional CNN based on multi-channel EEG

Method

Mean accuracy

Running time

ApEn+DWT + SVM [43]

91.25%

85.1 s

2D CNN

89.91%

3.8 s

3D CNN

92.37%

8.6 s

  1. SVM Support vector machines, ApEn Approximate entropy, DWT Discrete wavelets transform. The bold number denotes the largest number in that column
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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