Table 13 Explainability Outputs.

From: Iterative multiblock framework for high frequency EEG based neurological disorder detection

Feature

Integrated Gradient Score

Grad-CAM Heatmap Intensity

Gamma Band (105 Hz)

0.85

High

Gamma Band (90 Hz)

0.78

High

Beta Band (45 Hz)

0.25

Low

Clinical Metadata Score

0.65

Medium