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Table 2 The mean and standard deviation of the visual interpretability scores over all samples in the test set given by a neurologist and two licensed neuropsychologists (scores from 1 to 5; 1 being the worst and 5 being the best in terms of providing a visual interpretability that aligned with their experience and knowledge)

From: An explainable self-attention deep neural network for detecting mild cognitive impairment using multi-input digital drawing tasks

Evaluators

VGG16 with Grad-CAM

Conv-Att with a soft label (proposed)

Expert 1

1.42 ± 0.74

3.41 ± 0.61

Expert 2

1.86 ± 0.74

2.20 ± 0.93

Expert 3

1.36 ± 0.62

2.87 ± 0.68