Fig. 5. Explainable visualizations of normal and metabolic syndrome.

Results were generated using the transformer-based explainability method²⁷. Each row shows a participant’s retinal images (left and right) and their explainable visualizations according to normal (a–e) or metabolic syndrome (f–j). The redder regions correspond to the greater relevance of each participant’s condition.