Fig. 3: Visualization and interpretability analysis of the Eye-AD model.
From: Early detection of dementia through retinal imaging and trustworthy AI
We present both image and region-level importance for different inputs. The image-level importance is presented as a percentage (in red) at the top-left of each image. The last row shows the average importance distribution of all cases, where we may identify general trends and patterns in the Eye-AD's decision-making process.
