Extended Data Fig. 2: Personalized interpretation of CIR branch network.
From: Multimodal AI to forecast arrhythmic death in hypertrophic cardiomyopathy
Shown are Shapley value-based interpretations for a patient who did not experience SCDA (top panel) and a patient who experienced SCDA (bottom panel). The plots are read from bottom up: the number under the x-axis is the mean risk score for the cohort (0.545); the blue and red bars are the Shapley values associated with the input covariates, representing the effect of each covariate on the output risk score; finally, with the effects from all the covariates, the model reaches its final prediction on top of the plot (value of f(x)).
