Fig. 3: Qualitative comparison of captions generated by PlaqueCap versus a baseline model for four plaque types.

For each type, PlaqueCap provides a detailed, clinically relevant description that accurately identifies pathology, location, and key sonographic features, far surpassing the generic and non-specific outputs of the baseline.