Skip to main content

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