Fig. 2: Example multimodal XAI explanation.
From: Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma
An example multimodal explanation from our XAI used in phase 3, showing a textual explanation (a) and the corresponding localised visual explanations (b). The XAI identified this lesion as a melanoma with the characteristics stated in the textual explanation. The white polygons represent the most important regions where the XAI detected the corresponding characteristics.
