Fig. 5
From: Explainable multimodal AI for skin lesion risk prediction via 3D imaging and clinical data

Multicollinearity analysis of model features. (a) Correlation matrix with hierarchical clustering; (b) Pairwise scatterplots of key correlated features; (c) Variance inflation factor (VIF) distribution after removing highly collinear variables.